United States v. Reginald Graham

11th Cir.12/2/2024
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USCA11 Case: 19-10332    Document: 302-1    Date Filed: 12/02/2024   Page: 1 of 142




         19-10332             Opinion of the Court                     1

                                                          [PUBLISH]

                                   In the
                  United States Court of Appeals
                     For the Eleventh Circuit
                            ____________________

                                  No. 19-10332
                            ____________________

         UNITED STATES OF AMERICA,
                                                       Plaintiff-Appellee,
         versus
         REGINALD GRAHAM,
         a.k.a. The Real Rico,
         a.k.a. To Cool Rico,
         a.k.a. G'Rico Longllive Kingsqueezer,
         a.k.a. Reggie,
         ANTONIO GLASS,
         a.k.a. ntn_1bloodgangsta@yahoo.com,
         a.k.a. Tone Bleedin Red (Tone Gone Bag'em),
         a.k.a. Money Man Future @ S16_Future,
         a.k.a. smackvilletone,
         a.k.a. Tone Glass,
USCA11 Case: 19-10332   Document: 302-1   Date Filed: 12/02/2024   Page: 2 of 142




         2                  Opinion of the Court             19-10332

         a.k.a. (at)tone.glass,
         JERIMAINE BRYANT,
         a.k.a. RNS DSBF Capo,
         a.k.a. (at) d5bf_mc,
         a.k.a. Blood @_McMaine06,
         a.k.a. Maine,
         MARIO RODRIGUEZ,
         a.k.a. "Blood",
         a.k.a. "str8_crackk",
         a.k.a. "Tuti",
         TORIVIS REGINALD INGRAM,
         a.k.a. "DSBF Mullet'',
         MICHAEL WALKER,
         a.k.a. Laid Back ManMan,
         a.k.a. Baba,
         LEVI BRYANT,
         a.k.a. Fish,
         CURTIS BRYANT,
         a.k.a. Snow Luther King Jr.,
         a.k.a. Snow Bryant,
         a.k.a. Big Momma,
         DANIEL JONES,
         a.k.a. Dodo,
         SAMUEL HAYES,
         a.k.a. DSBF Jit,
         a.k.a. Nba Flame,
         a.k.a. Looney Hoe,
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024      Page: 3 of 142




         19-10332               Opinion of the Court                          3

         a.k.a. Sammy,


                                                       Defendants-Appellants.


                              ____________________

                    Appeal from the United States District Court
                        for the Southern District of Florida
                       D.C. Docket No. 1:17-cr-20307-JEM-7
                             ____________________

         Before WILSON, JORDAN, and BRASHER, Circuit Judges.
         JORDAN, Circuit Judge:
                The Wire is said to be one of best television shows of all time.
         That is in large part because of its realistic depiction of gang vio-
         lence in an American city. See Emma Jones, How the Wire Became
         the Greatest TV Show Ever Made, BBC (Apr. 13, 2018),
         https://perma.cc/2V3Q-GYVK; Rob Sheffield, 100 Greatest TV
         Shows of All Time, Rolling Stone (Sept. 21, 2016),
         https://perma.cc/D862-BGDU. This case is about what happens
         when that fiction becomes reality.
                Reginald Graham, Antonio Glass, Jerimaine Bryant, Mario
         Rodriguez, Torivis Reginald Ingram, Michael Walker, Levi Bryant,
         Curtis Bryant, Daniel Jones, and Samuel Hayes appeal their convic-
         tions and sentences for committing numerous crimes in connec-
         tion with their membership in a Miami-based gang—the Dub
USCA11 Case: 19-10332        Document: 302-1          Date Filed: 12/02/2024     Page: 4 of 142




         4                           Opinion of the Court                  19-10332

         Street Blood Family or DSBF. For nearly two decades, the gang
         operated in and tyrannized a community through its drug opera-
         tions. When narcotics did not prove fruitful enough, its members
         turned to armed robberies. And when members stepped out of line
         or rivals encroached on the gang’s territory, its members did not
         hesitate to kill. 1
                The FBI, the Bureau of Alcohol, Tobacco, Firearms, and Ex-
         plosives, the City of Miami Police Department, and the Miami-
         Dade County Police Department invested considerable resources
         to investigate the DSBF and take it down. Their collective work
         culminated in a broad indictment charging the defendants with nu-
         merous offenses. Count 1 charged Mr. Graham, Mr. Glass,
         Jerimaine Bryant, Mr. Rodriguez, Mr. Ingram, Mr. Walker, Levi
         Bryant, Curtis Bryant, Mr. Jones, and Mr. Hayes with a racketeer-
         ing conspiracy in violation of 18 U.S.C. § 1962(d). Count 2 charged
         the same defendants—along with Latitia Houser, Donzell Jones,
         and Vencess Toby—with a narcotics conspiracy (to possess 280
         grams or more of crack cocaine and marijuana with the intent to
         distribute) in violation of 21 U.S.C. § 846. The indictment also
         charged the defendants with numerous substantive offenses. 2




         1 Because three of the defendants share the last name of Bryant, we use their

         full names or first names where necessary.
         2 Ms. Houser, Donzell Jones, and Mr. Toby were not defendants in the trial

         we review in this appeal.
USCA11 Case: 19-10332     Document: 302-1     Date Filed: 12/02/2024   Page: 5 of 142




         19-10332              Opinion of the Court                      5

                After a 38-day trial, a jury found the defendants guilty of
         many of the charges. A summary of the convictions and the sen-
         tences imposed follows:


             Defendant                  Counts                Sentence of
                                                             Imprisonment
        Reginald Graham        1 – Racketeering Conspir-     228 months
                               acy (18 U.S.C. § 1962(d))

                               2 – Narcotics Conspiracy
                               (21 U.S.C. § 846)

                               11 – Attempted Possession
                               of Narcotics with the In-
                               tent to Distribute (21
                               U.S.C. § 846)

        Antonio Glass          1 – Racketeering Conspir-     Life
                               acy (18 U.S.C. § 1962(d))

                               2 – Narcotics Conspiracy
                               (21 U.S.C. § 846)

                               19 – Possession of Narcot-
                               ics with the Intent to Dis-
                               tribute      (21     U.S.C.
                               § 841(a)(1))
USCA11 Case: 19-10332      Document: 302-1    Date Filed: 12/02/2024    Page: 6 of 142




         6                     Opinion of the Court                 19-10332

        Jerimaine Bryant       1 – Racketeering Conspir-     Life
                               acy (18 U.S.C. § 1962(d))

                               2 – Narcotics Conspiracy
                               (21 U.S.C. § 846)

                               5 – Possession of Narcotics
                               with the Intent to Distrib-
                               ute (21 U.S.C § 841)

                               12 – Possession of Narcot-
                               ics with the Intent to Dis-
                               tribute (21 U.S.C § 841)

                               21 – Possession of Narcot-
                               ics with the Intent to Dis-
                               tribute (21 U.S.C § 841)

        Mario Rodriguez        2 – Narcotics Conspiracy      260 months
                               (21 U.S.C. § 846)

                               10 – Possession of a Fire-
                               arm in Furtherance of
                               Drug Trafficking (18 U.S.C.
                               § 924(c))

                               22 – Possession of Narcot-
                               ics with the Intent to Dis-
                               tribute      (21     U.S.C.
                               § 841(a)(1))
USCA11 Case: 19-10332    Document: 302-1   Date Filed: 12/02/2024   Page: 7 of 142




         19-10332            Opinion of the Court                       7

        Torivis Reginald In- 2 – Narcotics Conspiracy      168 months
        graham               (21 U.S.C. § 846)

                             22 – Possession of Narcot-
                             ics with the Intent to Dis-
                             tribute      (21     U.S.C.
                             § 841(a)(1))

        Michael Walker       1 – Racketeering Conspir-     235 months
                             acy (18 U.S.C. § 1962(d))

                             2 – Narcotics Conspiracy
                             (21 U.S.C. § 846)

                             20 – Possession of Narcot-
                             ics with the Intent to Dis-
                             tribute (21 U.S.C § 841)

        Levi Bryant          2 – Narcotics Conspiracy      192 months
                             (21 U.S.C. § 846)

                             4 – Possession of Narcotics
                             with the Intent to Distrib-
                             ute (21 U.S.C. § 841(a)(1))
USCA11 Case: 19-10332   Document: 302-1   Date Filed: 12/02/2024    Page: 8 of 142




         8                  Opinion of the Court                19-10332

        Curtis Bryant       1 – Racketeering Conspir-    Life
                            acy (18 U.S.C. § 1962(d))

                            2 – Narcotics Conspiracy
                            (21 U.S.C. § 846)

                            11 – Attempted Possession
                            of Narcotics with the In-
                            tent to Distribute (21
                            U.S.C. § 846)

        Daniel Jones        2 – Narcotics Conspiracy     235 months
                            (21 U.S.C. § 846)

        Samuel Hayes        1 – Racketeering Conspir-    334 months
                            acy (18 U.S.C. § 1962(d))

                            15 – Hobbs Act Robbery
                            (18 U.S.C. § 1951(a))

                            17 – Hobbs Act Robbery
                            (18 U.S.C. § 1951(a))

                            18 – Brandishing a Firearm
                            in Furtherance of a Crime
                            of Violence (18 U.S.C.
                            § 924(c)(1)(A)(ii))
USCA11 Case: 19-10332        Document: 302-1        Date Filed: 12/02/2024    Page: 9 of 142




         19-10332                  Opinion of the Court                          9

                The defendants now appeal, raising a host of issues. We va-
         cate the Count 1 RICO conspiracy convictions due to the district
         court’s erroneous and wholesale exclusion of the defendants’ gang
         expert and the government’s complete failure to brief harmless er-
         ror, an issue on which it bears the burden. We also vacate the sen-
         tence of Mr. Jones due to the improper application of a use-of-vio-
         lence enhancement. In all other respects, we affirm.3
                                I. THE EVIDENCE AT TRIAL
                 The government’s case was largely based on the testimony
         of Special Agent Christopher Mayo of the FBI; Sergeant Surami
         Kelly of the City of Miami Police Department; Special Agent Ros-
         niel Perez of the ATF; Larry Grimes and Vandel Coakley, former
         members of the DSBF; Ms. Houser, a drug supplier for the DSBF
         and the ex-girlfriend of one of its members; and Donzell Jones, a
         local drug dealer who was close to the DSBF. Viewing the evi-
         dence in the light most favorable to the government, see United
         States v. Scott, 61 F.4th 855, 863 (11th Cir. 2023), this is generally the
         story they told.
                As early as the year 2000, law enforcement authorities be-
         came aware of a group operating out of the South Gwen Cherry
         housing complex in the Allapattah neighborhood of Miami, Flor-
         ida. That group called itself the DSBF and its members frequently
         identified themselves by other monikers such as RNS (Real N****
         Shit) and GMT (Get Money Team). Founded by Isaac ā€œIkeā€


         3 As to any issues not discussed, we summarily affirm.
USCA11 Case: 19-10332       Document: 302-1         Date Filed: 12/02/2024     Page: 10 of 142




         10                        Opinion of the Court                   19-10332

         Thompson, the DSBF had no formal affiliation with the infamous
         Bloods street gang of Los Angeles but its members considered
         themselves to be ā€œ[E]ast coastā€ Bloods.4
                The law enforcement investigation into the DSBF began in
         earnest in the early 2010s. The DSBF had a chain of command. At
         the top of the chain was a chief executive of sorts, a position held
         by men like Mr. Thompson (and then Mr. Glass around 2012). Be-
         low him were ā€œTop Smackersā€ or ā€œTopShottas,ā€ high-ranking dep-
         uties who were in charge of the daily drug operations. Then came
         the ā€œL.T.s.ā€ā€”lieutenants who were second in command during
         drug transactions and typically collected the money and held the
         drugs and firearms. Although this chain of command became
         more fluid over time, there was always a designated leader.
                The DSBF had an initiation ritual, rules, handshakes, and
         hand signs. The initiation involved a 31-second display of loyalty,
         usually consisting of fighting a member or committing an act of
         violence against outsiders. The 31-second initiation was co-opted
         from the ā€œBlood code.ā€ Once initiated, members had to follow at
         least two rules: no stealing from the DSBF and no talking to the
         police. If a rule was broken, an enforcer, like Mr. Rodriguez, would
         oversee a 31-second punishment.
               Only members could perform the DSBF handshake; outsid-
         ers who tried using it ā€œcould get beat up.ā€ The DSBF’s hand signs


         4 Later in the opinion, we discuss in more detail the government’s evidence

         about the DSBF’s association or affiliation with the Bloods.
USCA11 Case: 19-10332     Document: 302-1      Date Filed: 12/02/2024    Page: 11 of 142




         19-10332               Opinion of the Court                       11

         were intended to symbolize a capital B, a lowercase B, and ā€œEast
         side,ā€ for ā€œ[E]ast coastā€ Bloods.
               The DSBF was not shy about demonstrating its presence to
         the outside world. The area around the South Gwen Cherry com-
         plex had graffiti tags of the DSBF. And the gang’s members tat-
         tooed DSBF on their bodies. As self-proclaimed ā€œ[E]ast coastā€
         Bloods, the DSBF’s members preferred to wear red.
                Members frequently boasted of the DSBF on Facebook and
         disparaged a rival gang, the ā€œ13th Avenue Gang.ā€ In a message that
         proved prescient, a friend of the DSBF warned Mr. Graham:
         ā€œ[D]on’t put that DGMT shit on you all [Facebook] status. Feds
         watching that shit yeah.ā€
                Through 2017, the DSBF primarily sold crack cocaine and
         marijuana, but its members regularly worked together to commit
         other crimes such as armed robberies. The group’s members were
         no strangers to violence. Members touted firearms and used
         them—killing rival gang members and ā€œoutsidersā€ such as Pooh
         Johnson, Richard Hallman, and Terrell Washington. They some-
         times even shot their own members for violating the DSBF’s rules.
                 The DSBF’s criminal activities fell under three broad catego-
         ries: (1) drugs; (2) armed robberies; and (3) homicides. We briefly
         summarize each of them.
                Drugs. The DSBF controlled the sale of drugs—primarily
         crack cocaine and marijuana—in the South Gwen Cherry complex.
         Narcotics were the group’s financial engine, and many of the deci-
         sions were driven by this reality. Only DSBF members could sell
USCA11 Case: 19-10332     Document: 302-1     Date Filed: 12/02/2024    Page: 12 of 142




         12                    Opinion of the Court                 19-10332

         at South Gwen Cherry, and they did so ā€œ[e]very dayā€ in shifts. Out-
         siders like Donzell Jones had to obtain permission to sell drugs
         there. Ms. Houser testified that starting in 2015 she began supply-
         ing the DSBF—through Mr. Glass, Quincy Bryant, Mr. Graham,
         and Mr. Walker—with the drugs the gang sold at South Gwen
         Cherry. She also said that Jerimaine Bryant supplied drugs to the
         DSBF.
                Mr. Coakley testified that when it came to selling drugs,
         ā€œeveryone had a position.ā€ At the bottom of the rung were ā€œwatch
         outs,ā€ members who would alert the group if they saw rivals or
         police in the area. Members could graduate from a ā€œwatch outā€ to
         a ā€œbomb man,ā€ a position which required them to hold the drugs.
         They also had a ā€œgunman,ā€ which, as one would expect, was a
         member who had a firearm to protect the group.
                Mr. Grimes described how a typical narcotics transaction
         would be conducted. The DSBF would have at least a watch out
         and a bomb man. The drugs would be in a nondescript bag (ā€œthe
         bombā€) like a trash bag or a chip bag. When a customer requested
         drugs, the bomb man would take the cash and walk over to set ā€œthe
         bomb.ā€ He would then go back to the customer to deliver the
         drugs. Sgt. Kelly similarly described the drug transactions from her
         team’s controlled purchases.
               During Mr. Grimes’ time with the DSBF, sometime in late
         2010, Mr. Glass was the L.T. who ran the daily drug operations.
         Mr. Glass would collect the money, assign shifts, and provide the
         drugs and guns.
USCA11 Case: 19-10332     Document: 302-1     Date Filed: 12/02/2024    Page: 13 of 142




         19-10332              Opinion of the Court                       13

                In addition, Mr. Grimes gave the jury insight into the fi-
         nances of the DSBF’s narcotics operations. A ā€œrockā€ of crack co-
         caine sold for $5, and his commission was 20%. On a good day,
         Mr. Grimes would pocket $500, and on a bad day $250. He esti-
         mated that, on average, the DSBF sold 21 grams of crack cocaine
         daily. Like all markets, however, the drug sales would sometimes
         be up and other times be down. Starting in 2016, sales were down.
         The DSBF’s drug operation dried up significantly; supply was un-
         reliable, and the buyers stopped coming. So, like any other market
         actor, the DSBF decided to diversify its operations to tap other in-
         come streams. That meant turning to robberies.
                Armed Robberies. The jury learned of the DSBF’s armed
         robberies mostly through Mr. Grimes, who in response to defense
         counsel’s questioning stated, ā€œI’m a robber.ā€ Mr. Grimes testified
         that he was arrested for four robberies, but had committed over 25
         robberies; at some point he stopped counting. Mr. Grimes’ first
         robbery with the gang dated to his initiation into the DSBF in 2010,
         when he and Mr. Glass (and others who are not defendants here)
         attempted to rob a drug dealer. During that attempted robbery,
         Mr. Grimes fired a gun provided to him by Mr. Rodriguez to show
         that they ā€œain’t to be played with and we going to shoot.ā€
                Following his first robbery in 2010, Mr. Grimes consistently
         committed armed robberies with the DSBF (ā€œ[m]ainly every dayā€).
         He identified Mr. Hayes as one of the gang members who fre-
         quently joined him in those endeavors. The firearms for the rob-
         beries were provided by Messrs. Rodriguez and Glass.
USCA11 Case: 19-10332     Document: 302-1     Date Filed: 12/02/2024    Page: 14 of 142




         14                    Opinion of the Court                19-10332

                Mr. Coakley testified to his participation in four armed rob-
         beries in the fall of 2016 with other DSBF members—Mr. Hayes,
         Mr. Glass, Mr. Graham, and Curtis Bryant. The government intro-
         duced security footage from each of the victimized establishments
         and Mr. Coakley walked the jury through each robbery.
                On September 17, 2016, Mr. Coakley, Mr. Glass, Mr. Gra-
         ham, and Curtis Bryant robbed a Metro PCS store near South
         Gwen Cherry at gun point. Less than a week later, Messrs. Coakley
         and Hayes robbed the same store. In October of 2016, Messrs.
         Coakley, Hayes, and Glass robbed a nearby convenience store.
         That same month, Messrs. Coakley and Hayes again robbed the
         Metro PCS store. In all four robberies, the members held up the
         store clerk at gun point. And sometimes they held customers hos-
         tage. After each robbery, the members involved would split the
         proceeds evenly.
                Homicides. The jury heard testimony about the DSBF’s
         killing of Mr. Johnson, Mr. Hallman, and Mr. Washington. All
         three men were murdered for crossing the gang. Mr. Glass killed
         Mr. Johnson in 2010 for robbing from the DSBF; Mr. Grimes, Mr.
         Coakley, and Ms. Houser all testified about that murder. Curtis
         Bryant killed Mr. Hallman in 2015 after he shot a younger DSBF
         member; Mr. Coakley and Ms. Houser testified about that murder.
         Several DSBF members, including Mr. Glass and Curtis Bryant,
         killed Mr. Washington in 2016; Mr. Coakley, Ms. Houser, and De-
         tective Roderick Passmore testified about that murder.
USCA11 Case: 19-10332       Document: 302-1             Date Filed: 12/02/2024   Page: 15 of 142




         19-10332                  Opinion of the Court                           15

               The DSBF’s violence did not stop with outsiders. For exam-
         ple, Mr. Glass shot Mr. Grimes in a drive-by shooting for violating
         the DSBF’s rules; he had robbed a customer and that was bad for
         business.
                The narcotics, the robberies, and the murders all shared one
         thing in common—firearms. Guns were used to sell drugs, to rob,
         and to kill. The DSBF’s members frequently posted pictures on
         social media with their guns—sometimes pointing them directly at
         the camera. Mr. Coakley testified that he had seen Mr. Rodriguez
         and Mr. Glass supply weapons, including handguns and semi-auto-
         matic rifles, to DSBF members at South Gwen Cherry.
                                    II. PRE-TRIAL ISSUES
                The defendants raise various challenges to the district
         court’s pre-trial orders, voir dire findings, evidentiary rulings, jury
         instructions, and sentencing determinations. A number of defend-
         ants also take issue with the sufficiency of the evidence against
         them on some of the charges. We address the issues presented in
         rough chronological order.
                             A. COUNT 2 OF THE INDICTMENT
                We begin with Levi Bryant. For the first time on appeal, he
         challenges the sufficiency of Count 2 of the indictment. 5




         5 Mr. Ingram, Mr. Walker, and Jerimaine Bryant adopted Levi Bryant’s chal-

         lenge to Count 2. See Fed. R. App. P. 28(i).
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024      Page: 16 of 142




         16                      Opinion of the Court                  19-10332

                 Where a defendant did not raise an issue below, we conduct
         plain error review. See Fed. R. Crim. P. 52(b); United States v. Olano,
         507 U.S. 725, 731–37 (1993). Plain error requires a defendant to
         show (1) that there was an error, (2) that the error is plain, and (3)
         that the error affected his substantial rights. See United States v.
         Hesser, 800 F.3d 1310, 1324 (11th Cir. 2015). If these three condi-
         tions are satisfied, we have discretion to correct the error. We
         ā€œshould correct a forfeited plain error that affects substantial rights
         if the error seriously affects the fairness, integrity or public reputa-
         tion of judicial proceedings.ā€ Rosales-Mireles v. United States, 585
         U.S. 129, 137 (2018) (citation and internal quotation marks omit-
         ted).
                As relevant here, Count 2 of the indictment charged a num-
         ber of defendants, including Levi Bryant, with conspiracy to pos-
         sess 280 grams or more of crack cocaine (and marijuana) with the
         intent to distribute. See 21 U.S.C. § 846. Numerous other counts
         individually or jointly charged different defendants with substan-
         tive narcotics offenses, such as possession of a controlled substance
         with the intent to distribute. See 21 U.S.C. § 841(a)(1).
                According to Levi Bryant, the § 846 conspiracy charged in
         Count 2 required a ā€œlinkedā€ substantive § 841 violation. In his
         view, because Count 2 in part alleged a conspiracy involving in part
         280 grams or more of crack cocaine, the government was required
         to allege that at least one of the substantive § 841 violations in-
         volved 280 grams or more of crack cocaine. But a substantive of-
         fense and a conspiracy to commit that offense are separate and
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024      Page: 17 of 142




         19-10332                Opinion of the Court                         17

         distinct crimes. See Callanan v. United States, 364 U.S. 587, 593
         (1961) (citing Pinkerton v. United States, 328 U.S. 640, 643 (1946)).
         They may therefore be separately and independently charged, and
         the government is not required to ā€œlinkā€ them in the charging in-
         strument. See United States v. Shabani, 513 U.S. 10, 11 (1994) (hold-
         ing that § 846 does not require proof that ā€œa coconspirator commit-
         ted an overt act in furtherance of the conspiracyā€).
                As we explained decades ago, a conspiracy ā€œis not confined
         to the substantive offense which is the immediate aim of the enter-
         priseā€ because ā€œthe essence of the crime of conspiracy . . . is an
         agreement to commit an unlawful act.ā€ United States v. Cowart, 595
         F.2d 1023, 1030 (5th Cir. 1979). As a result, Levi Bryant cannot es-
         tablish a defect in the indictment. There was no error, plain or oth-
         erwise, in the drafting of Count 2.
                            B. THE MOTIONS TO SUPPRESS
                The district court denied the motions to suppress filed by
         Messrs. Jones, Ingram, and Rodriguez. They challenge those deni-
         als on appeal.
                We review the denial of a motion to suppress under a mixed
         standard. We review factual findings for clear error and the appli-
         cation of the law to those facts de novo. See United States v. Ford, 784
         F.3d 1386, 1391 (11th Cir. 2015).
                                       1. MR. JONES
              We begin with Mr. Jones. He sought to suppress his cell
         phone and all evidence associated with it on the grounds that (1)
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024      Page: 18 of 142




         18                      Opinion of the Court                  19-10332

         he was illegally detained during a traffic stop and (2) the phone was
         seized without probable cause.
                 A magistrate judge held an evidentiary hearing at which Sgt.
         Kelly and Agent Perez testified. Following that hearing, the mag-
         istrate judge recommended that Mr. Jones’ motion be denied be-
         cause the officers’ search was incident to a lawful arrest. The dis-
         trict court then adopted the magistrate judge’s recommendation.
         We find no error in the district court’s factual findings or legal con-
         clusions and affirm the denial of Mr. Jones’ motion to suppress.
                The Fourth Amendment protects individuals from unrea-
         sonable searches and seizures. See U.S. Const. Amend. IV. ā€œ[T]he
         ultimate touchstone of the Fourth Amendment is ā€˜reasonable-
         ness.ā€™ā€ Brigham City v. Stuart, 547 U.S. 398, 403 (2006). ā€œWhere a
         search is undertaken by law enforcement officials to discover evi-
         dence of criminal wrongdoing, . . . reasonableness generally re-
         quires the obtaining of a judicial warrant.ā€ Vernonia Sch. Dist. 47J v.
         Acton, 515 U.S. 646, 653 (1995). ā€œIn the absence of a warrant, a
         search is reasonable only if it falls within a specific exception to the
         warrant requirement.ā€ Riley v. California, 573 U.S. 373, 382 (2014).
         One such exception—which the district court held applied here—
         is when a warrantless search occurs incident to a lawful arrest. See
         id.
               We must first determine whether there was a lawful arrest.
         Mr. Jones contends that he was not under arrest, and that even if
         he was, no probable cause supported the arrest.
USCA11 Case: 19-10332     Document: 302-1       Date Filed: 12/02/2024     Page: 19 of 142




         19-10332               Opinion of the Court                         19

                The detention here ā€œwas in important respects indistinguish-
         able from a traditional arrest.ā€ See Dunaway v. New York, 442 U.S.
         200, 212 (1979). The record shows that Mr. Jones was pulled over
         and asked to step out of his car, but was not ā€œquestioned briefly
         where he was found.ā€ See id. Instead, he was put in handcuffs,
         placed in the back of a police car, transported to the police station,
         and taken to an interrogation room. Sgt. Kelly’s and Agent Perez’s
         subjective beliefs that Mr. Jones was not under arrest or that he
         went to the police station ā€œvoluntarilyā€ā€”while handcuffed in the
         back of a police car—do not control. See id. See also United States v.
         Diaz-Lizaraza, 981 F.2d 1216, 1221–22 (11th Cir. 1993) (ā€œThe char-
         acter of a seizure as arrest or Terry stop depends on the nature and
         degree of intrusion, not on whether the officer pronounces the de-
         tainee ā€˜under arrest.ā€™ā€). Mr. Jones was practically and legally under
         arrest when he was handcuffed and taken to the police station in a
         police car.
                Having determined that Mr. Jones was under arrest, we now
         ask whether his arrest was supported by probable cause. Probable
         cause exists when ā€œthe facts and circumstances within the officer’s
         knowledge, of which he or she has reasonably trustworthy infor-
         mation, would cause a prudent person to believe, under the cir-
         cumstances shown, that the suspect has committed, is committing,
         or is about to commit an offense.ā€ Rankin v. Evans, 133 F.3d 1425,
         1435 (11th Cir. 1998) (citation omitted). See also District of Columbia
         v. Wesby, 583 U.S. 48, 57 (2018) (explaining that probable cause ā€œre-
         quires only a probability or substantial chance of criminal activity,
         not an actual showing of such activityā€) (citation omitted).
USCA11 Case: 19-10332     Document: 302-1       Date Filed: 12/02/2024     Page: 20 of 142




         20                     Opinion of the Court                  19-10332

                 The magistrate judge—whose report the district court
         adopted—identified two bases which established probable cause
         for the arrest. The first was that Mr. Jones was driving an unregis-
         tered vehicle in violation of Fla. Stat. § 320.02, a second-degree mis-
         demeanor punishable by up to 60 days of imprisonment. See State
         v. Brooks, 295 So. 3d 348, 350, 352–53 (Fla. 2d DCA 2020) (reversing
         the trial court’s suppression of a firearm because the officers seized
         it incident to a lawful arrest for driving an unregistered vehicle);
         Fla. Stat. § 320.57(1) (making a violation of § 320.02 a second-de-
         gree misdemeanor and referencing statutes setting the available
         punishments). Second, Mr. Jones was involved in the RICO and
         narcotics conspiracies. We agree with the first basis and therefore
         do not address the second.
                 Mr. Jones does not dispute that he could have been arrested
         for driving an unregistered vehicle. Indeed, he does not challenge
         the validity of the initial stop for that infraction. He instead argues
         that he was not arrested for doing so because he was given two
         traffic citations. But, as we have explained, Mr. Jones was in fact
         under arrest for purposes of the Fourth Amendment when he was
         handcuffed, placed in the back of a police car, and taken to the po-
         lice station. Nor does it matter under the Fourth Amendment that
         the officers could have issued traffic citations rather than execute
         an arrest. See Virginia v. Moore, 553 U.S. 164, 176 (2008) (ā€œWe con-
         clude that warrantless arrests for crimes committed in the presence
         of an arresting officer are reasonable under the Constitution, and
         that while States are free to regulate such arrests however they de-
         sire, state restrictions do not alter the Fourth Amendment’s
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         19-10332               Opinion of the Court                         21

         protections.ā€). Accordingly, the officers had probable cause to ar-
         rest Mr. Jones for driving an unregistered vehicle in violation of
         Florida law.
                Having confirmed the existence of an arrest supported by
         probable cause, we turn to whether the search of Mr. Jones was
         incident to a lawful arrest. Simply put, ā€œa police officer who makes
         a lawful arrest may conduct a warrantless search of the arrestee’s
         person[.]ā€ Davis v. United States, 564 U.S. 229, 232 (2011). This ex-
         ception exists in part to prevent the concealment or destruction of
         evidence. See United States v. Robinson, 414 U.S. 218, 226 (1973).
         And the Supreme Court has permitted the seizure of a cell phone
         for that purpose while a warrant is obtained for a search of its con-
         tents. See Riley, 573 U.S. at 388.
                 An officer retrieved Mr. Jones’ cell phone during a pat down
         following his detention and arrest. According to Agent Perez, cell
         phones hold evidentiary value as the mediums of narcotics trans-
         actions because they contain communications with customers and
         suppliers and, as relevant here, photographs that are used for social
         media posts. Mr. Jones’ cell phone therefore had independent evi-
         dentiary value and was properly seized to prevent the concealment
         or destruction of evidence it may have contained. See United States
         v. Bragg, 44 F.4th 1067, 1071 (8th Cir. 2022) (ā€œBragg’s iPhone was
         seized incident to his lawful arrest. . . . Because a seizure is gener-
         ally less intrusive than a search, the Supreme Court ā€˜has frequently
         approved warrantless seizures of property, on the basis of probable
         cause, for the time necessary to secure a warrant, where a
USCA11 Case: 19-10332        Document: 302-1         Date Filed: 12/02/2024        Page: 22 of 142




         22                        Opinion of the Court                       19-10332

         warrantless search . . . would have been held impermissible.ā€™ā€)
         (quoting Segura v. United States, 468 U.S. 796, 806 (1984)); Andersen
         v. DelCore, 79 F.4th 1153, 1166 (10th Cir. 2023) (ā€œSo long as an of-
         ficer has probable cause that a cell phone contains evidence of a
         crime, he may seize the phone without a warrant if a reasonable
         officer would conclude that the seizure is necessary to prevent the
         destruction of evidence.ā€). Consequently, the district court did not
         err in denying Mr. Jones’ motion to suppress the cellphone and the
         evidence associated with it. 6
                            2. MESSRS. INGRAM AND RODRIGUEZ
                We move on to Messrs. Ingram and Rodriguez. They
         sought to suppress (1) evidence seized during an initial warrantless
         search of a carport connected to their residence and (2) additional
         evidence subsequently seized from their residence pursuant to a
         search warrant, as fruits of the poisonous tree of the initial warrant-
         less search. The district court denied the motions to suppress, rul-
         ing that the initial warrantless search and seizure did not violate the
         Fourth Amendment and so there was no basis to suppress the fruits
         of that initial search.
                                        a. THE CARPORT


         6 Mr. Jones also challenges Agent Perez’s delay in obtaining a warrant to search

         the phone. Mr. Jones raised this argument below, but the magistrate judge
         did not address it in his report. Mr. Jones, in turn, did not object to the mag-
         istrate judge’s failure to address this argument and therefore waived the right
         to challenge this aspect of the denial of his motion to suppress on appeal. See
         11th Cir. R. 3-1.
USCA11 Case: 19-10332      Document: 302-1        Date Filed: 12/02/2024       Page: 23 of 142




         19-10332                 Opinion of the Court                           23

                 The home and its surrounding curtilage are constitutionally
         protected areas, and warrantless searches of them are ā€œpresump-
         tivelyā€ unreasonable. See Brigham City, 547 U.S. at 403. But officers
         may ā€œent[er] upon private land to knock on a citizen’s door for le-
         gitimate police purposes unconnected with a search of the prem-
         ises.ā€ United States v. Taylor, 458 F.3d 1201, 1204 (11th Cir. 2006).
         This so-called knock-and-talk exception is limited in two respects.
         First, when an officer’s behavior ā€œobjectively reveals a purpose to
         conduct a search,ā€ the exception ceases. See United States v. Walker,
         799 F.3d 1361, 1363 (11th Cir. 2015). Second, an officer is ā€œgeo-
         graphically limited to the front door or a ā€˜minor departure’ from
         it.ā€ Id.
                Mr. Ingram and Mr. Rodriguez contend that Miami-Dade
         Police Detectives Terrence Andre White and Charles Woods ex-
         ceeded the scope of the knock-and-talk exception when they ap-
         proached the carport. We disagree. 7
                 The behavior here did not objectively reveal a purpose to
         search. Detectives White and Woods went to the residence upon
         belief that Mr. Rodriguez, who was wanted for questioning in con-
         nection with a homicide, was present there. Upon arriving at the
         residence, the Detectives saw Messrs. Ingram and Rodriguez sitting
         under the carport. So the Detectives walked through the open gate




         7 The government concedes on appeal that the carport was part of the curti-

         lage.
USCA11 Case: 19-10332     Document: 302-1      Date Filed: 12/02/2024     Page: 24 of 142




         24                     Opinion of the Court                 19-10332

         to talk to them. This conduct fell squarely within the knock-and-
         talk exception.
                Moreover, approaching the carport did not exceed the geo-
         graphic limit of the knock-and-talk exception. As in Walker, the
         carport here was open-aired and attached to the side of the home.
         See Walker, 799 F.3d at 1363–64 (carport was a ā€œminor departureā€
         from the front door because it ā€œwas located right next to the
         houseā€). And in seeing the two men under the carport, the Detec-
         tives could forego the formality of knocking on the front door. See
         Florida v. Jardines, 569 U.S. 1, 8 (2013) (recognizing that the knock-
         and-talk exception allows an officer to do ā€œno more than any pri-
         vate citizen might doā€). Accordingly, the Detectives acted within
         the scope of the exception.
                  Additionally, because the Detectives’ presence at the carport
         was lawful, the arguments of Messrs. Ingram and Rodriguez con-
         cerning evidence seized from the carport fail. That evidence con-
         sisted of narcotics and a firearm that Mr. Ingram grabbed from a
         table and attempted to conceal. Because those items were in plain
         view, they were subject to seizure without a warrant. See United
         States v. Smith, 459 F.3d 1276, 1290 (11th Cir. 2006) (ā€œThe ā€˜plain
         view’ doctrine permits a warrantless seizure where (1) an officer is
         lawfully located in the place from which the seized object could be
         plainly viewed and must have a lawful right of access to the object
         itself; and (2) the incriminating character of the item is immediately
         apparent.ā€).
                                  b. THE STATEMENTS
USCA11 Case: 19-10332        Document: 302-1           Date Filed: 12/02/2024       Page: 25 of 142




         19-10332                   Opinion of the Court                               25

                When Mr. Rodriguez saw Detective Woods approaching
         the carport, he attempted to flee and was apprehended by Detec-
         tive White. He challenges the voluntary statements he made after
         his arrest as obtained in violation of the Fourth Amendment, and
         argues that his subsequent waivers of his Miranda rights could not
         cure any such violation. See generally Miranda v. Arizona, 384 U.S.
         436 (1966). 8
                Mr. Rodriguez is correct that Miranda warnings cannot
         ā€œalone and per seā€ break ā€œthe causal connection between [any] ille-
         gality andā€ his voluntary statements. See Brown v. Illinois, 422 U.S.
         590, 603 (1975). But, as noted above, there was no Fourth Amend-
         ment violation by Detectives White and Woods. As a result, Mr.
         Rodriguez’s statements were not subject to exclusion as fruits of
         the poisonous tree. See United States v. Terzado-Madruga, 897 F.2d
         1099, 1113 (11th Cir. 1990).
              In sum, we find no error in the district court’s denial of the
         motions to suppress filed by Messrs. Ingram and Rodriguez.
                                 C. THE MOTION TO SEVER
               Jerimaine Bryant contends that the district court erred in
         denying his motion to sever. We disagree. 9


         8 Mr. Rodriguez does not independently challenge the sufficiency of the Mi-

         randa warnings or his waiver of his rights.
         9 Mr. Graham, Mr. Walker, Mr. Glass, Mr. Jones, and Levi Bryant adopted

         Jerimaine Bryant’s severance argument. Such an adoption, however, is inap-
         propriate. Severance is a fact-specific and defendant-specific inquiry that re-
         quires independent briefing. See United States v. Hankton, 51 F.4th 578, 609 n.17
USCA11 Case: 19-10332        Document: 302-1          Date Filed: 12/02/2024          Page: 26 of 142




         26                         Opinion of the Court                         19-10332

                 We review a district court’s denial of a motion to sever for
         abuse of discretion. See United States v. Lopez, 649 F.3d 1222, 1235–
         36 (11th Cir. 2011). ā€œThe burden of establishing an abuse of discre-
         tionā€ on the issue of severance ā€œrests with [the defendant].ā€ United
         States v. De La Torre, 639 F.2d 245, 249 (5th Cir. 1981).
                 If joinder appears prejudicial, a defendant can move for a
         severance. See Fed. R. Crim. P. 14(a). The Supreme Court has ex-
         plained that ā€œa district court should grant a severance under Rule
         14 only if there is a serious risk that a joint trial would compromise
         a specific trial right of one of the defendants, or prevent the jury
         from making a reliable judgment about guilt or innocence.ā€ Zafiro
         v. United States, 506 U.S. 534, 539 (1993). Considering that guid-
         ance, we have set out a general rule that ā€œdefendants who are in-
         dicted together are usually tried together.ā€ Lopez, 649 F.3d at 1234
         (citing United States v. Browne, 505 F.3d 1229, 1268 (11th Cir. 2007)).
         The rule applies with some force in conspiracy cases: defendants in
         such cases ā€œshould beā€ tried together. See id. (citation omitted).
                A defendant seeking severance ā€œmust discharge the heavy
         burden of demonstrating compelling prejudice from the joinder.ā€
         Browne, 505 F.3d at 1268 (citation and internal quotation marks
         omitted). To prove compelling prejudice, a defendant must show
         (1) that actual prejudice would result from a joint trial and (2) that



         (5th Cir. 2022) (ā€œā€˜[U]nder Rule 28(i), severance issues are fact-specific’ and thus
         cannot be adopted by co-defendants.ā€) (citation omitted). In any event, we
         reject Jerimaine Bryant’s severance argument.
USCA11 Case: 19-10332     Document: 302-1       Date Filed: 12/02/2024     Page: 27 of 142




         19-10332               Opinion of the Court                         27

         severance is the only proper remedy to avoid that prejudice. See
         Lopez, 649 F.3d at 1234.
                The indictment charged Jerimaine Bryant with both conspir-
         acies—the Count 1 RICO conspiracy and the Count 2 narcotics
         conspiracy. There was a strong presumption, therefore, in favor of
         jointly trying him with the other defendants who were similarly
         charged. See id. See also United States v. Smith, 918 F.2d 1501, 1510
         (11th Cir. 1990) (ā€œA defendant does not suffer compelling preju-
         dice, sufficient to mandate a severance, simply because much of the
         evidence at trial is applicable only to co-defendants.ā€).
                 Jerimaine Bryant argues that because his conduct was lim-
         ited to narcotics possession and distribution, severance was war-
         ranted due to prejudicial ā€œspilloverā€ evidence concerning homi-
         cides. To remedy that issue, however, the district court instructed
         the jury to consider the case of each defendant separately and indi-
         vidually. We have explained that such an instruction ā€œsignificantly
         alleviat[es]ā€ the ā€œpossible prejudicial effectsā€ of joinder. See Smith,
         918 F.2d at 1510. Here that instruction apparently did its job; the
         jury acquitted some defendants, such as Levi Bryant and Mr. Jones,
         of several charges. By Jerimaine Bryant’s own admission, a jury
         instruction like the one given plus a discriminating verdict signals
         that the jury followed those instructions and was able to sift
         through the evidence without undue influence from any poten-
         tially inflammatory spillover. See United States v. Schlei, 122 F.3d
         944, 984 (11th Cir. 1997).
USCA11 Case: 19-10332      Document: 302-1        Date Filed: 12/02/2024       Page: 28 of 142




         28                       Opinion of the Court                    19-10332

                Moreover, the evidence Jerimaine Bryant complains of was
         not spillover evidence. For example, one of the racketeering acts
         charged in the RICO conspiracy was the murder of Mr. Johnson.
         And the government presented evidence that Jerimaine Bryant was
         a senior member of the DSBF who advised Mr. Glass to kill Mr.
         Johnson. The district court did not abuse its discretion in denying
         the severance motion.
                                      III. JURY SELECTION
                At jury selection, the district court denied the defendants’
         Batson challenges, finding that the government had legitimate, non-
         discriminatory reasons for exercising six of its eight peremptory
         strikes on prospective Black jurors. See generally Batson v. Kentucky,
         476 U.S. 79 (1986). Levi Bryant contends that the district court’s
         rulings were erroneous, but we are not persuaded. 10
                                          A. BATSON
               The Supreme Court has established a three-part inquiry for
         evaluating a claim that a peremptory strike is racially discrimina-
         tory:
                First, a defendant must make a prima facie showing
                that a peremptory challenge has been exercised on
                the basis of race. Second, if that showing has been
                made, the prosecution must offer a race-neutral basis
                for striking the juror in question. Third, in light of the


         10 Jerimaine Bryant, Curtis Bryant, Mr. Ingram, and Mr. Walker adopted Levi

         Bryant’s Batson arguments.
USCA11 Case: 19-10332         Document: 302-1          Date Filed: 12/02/2024          Page: 29 of 142




         19-10332                    Opinion of the Court                                 29

                 parties’ submissions, the trial court must determine
                 whether the defendant has shown purposeful dis-
                 crimination.
         Miller-El v. Cockrell, 537 U.S. 322, 328–29 (2003) (citing Batson, 476
         U.S. at 96–98). 11
                Only step three of that sequence is in dispute here. At step
         three, ā€œ[i]f a race-neutral explanation is tendered, the trial court
         must . . . decide . . . whether the opponent of the strike has proved
         purposeful racial discrimination.ā€ Johnson v. California, 545 U.S.
         162, 168 (2005) (citation omitted). In other words, ā€œ[t]he ultimate
         inquiry is whether the [government] was ā€˜motivated in substantial
         part by discriminatory intent.ā€™ā€ Flowers v. Mississippi, 588 U.S. 284,
         303 (2019) (citing Foster v. Chatman, 578 U.S. 488, 513 (2016)).
                 At step three, ā€œthe district court’s determination concerning
         the actual motivation behind each challenged strike amounts to
         pure factfinding, and we will reverse only if the decision is clearly
         erroneous.ā€ United States v. Walker, 490 F.3d 1282, 1291 (11th Cir.
         2007). The district court’s determination is understandably entitled
         to ā€œgreat weight.ā€ Davis v. Ayala, 576 U.S. 257, 285–86 (2015). And
         ā€œ[a] finding that is ā€˜plausible’ in light of the full record—even if an-
         other is equally or more so—must govern.ā€ Cooper v. Harris, 581
         U.S. 285, 293 (2017) (citation omitted).




         11 Batson also applies to discriminatory strikes based on gender, but such strikes

         are not at issue here. See J.E.B. v. Alabama ex rel. T.B., 511 U.S. 127, 129 (1994).
USCA11 Case: 19-10332       Document: 302-1         Date Filed: 12/02/2024        Page: 30 of 142




         30                        Opinion of the Court                     19-10332

                 The district court’s perception of an attorney’s credibility
         can be critical at step three, and can be measured by, among other
         things, ā€œhow reasonable, or how improbable, the explanations are;
         and by whether the proffered rationale has some basis in accepted
         trial strategy.ā€ Miller-El, 537 U.S. at 339. Other relevant factors at
         step three include (1) ā€œstatistical evidence about the prosecutor’s
         use of peremptory strikes against black prospective jurors as com-
         pared to white prospective jurors in the case;ā€ (2) ā€œevidence of a
         prosecutor’s disparate questioning and investigation of black and
         white prospective jurors in the case;ā€ (3) ā€œside-by-side comparisons
         of black prospective jurors who were struck and white prospective
         jurors who were not struck in the case;ā€ (4) ā€œa prosecutor’s misrep-
         resentations of the record when defending the strikes during the
         Batson hearing;ā€ and (5) ā€œother relevant circumstances that bear
         upon the issue of racial discrimination.ā€ Flowers, 588 U.S. at 302.
                      B. PROSPECTIVE JURORS 15, 19, 84, AND 103
                The government used six of its peremptory strikes on pro-
         spective Black jurors. But Levi Bryant challenges as racially moti-
         vated only the strikes against Jurors 15, 19, 84, and 103. 12
                 To establish discriminatory intent, Levi Bryant relies on sta-
         tistical evidence, the government’s alleged misrepresentations to


         12 During the Batson hearing, defense counsel conceded that the government

         appropriately struck Juror 44, a prospective Black juror. The government
         struck Juror 85, another prospective Black juror, because he was young, famil-
         iar with the South Gwen Cherry area, and self-reported that he was being in-
         vestigated by his employer.
USCA11 Case: 19-10332       Document: 302-1        Date Filed: 12/02/2024        Page: 31 of 142




         19-10332                 Opinion of the Court                             31

         the district court during the Batson hearing, and comparisons of
         prospective Black jurors who were struck to non-Black jurors who
         were not struck. We address each type of evidence in turn but ul-
         timately consider the evidence cumulatively. See Flowers, 588 U.S.
         at 314 (stating that the evidence relevant to the issue of discrimina-
         tory intent ā€œcannot be considered in isolationā€ and a court ā€œmust
         examine the whole pictureā€).
                                  1. STATISTICAL EVIDENCE
                Looking first at the numbers, the parties narrowed the pool
         to 36 prospective jurors, 13 of whom were Black (either African-
         American, Jamaican, or Bahamian). After the parties exercised
         their peremptory strikes, four members of the 12-person petit jury
         were Black. To get there, the government used six of its eight per-
         emptory strikes on prospective Black jurors. The government had
         additional preemptory strikes that it could have, but did not, use.
         The defense, in turn, used three preemptory strikes on prospective
         Black jurors. The government attempted to accommodate two
         other prospective Black jurors—Jurors 57 and 146—but the district
         court struck them for cause.13
                On at least two occasions, we have found that a similar pat-
         tern of strikes did not indicate discrimination. See United States v.


         13 Juror 57 had started a new job and was concerned that she would not be

         paid during a lengthy trial. The government proposed having the district
         court inform her employer about of the prohibition on discriminating based
         on jury duty. Juror 146 had a real estate licensing exam scheduled during the
         trial. The government proposed taking a day off on the date of his exam.
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         32                     Opinion of the Court                19-10332

         Dennis, 804 F.2d 1208, 1210–11 (11th Cir. 1986) (no Batson violation
         where the jury included two Black jurors and the government used
         three of eight peremptory strikes on prospective Black jurors and
         an alternate but had four unused challenges); United States v.
         Campa, 529 F.3d 980, 998 (11th Cir. 2008) (no Batson violation
         where the government chose not to use two of its peremptory
         strikes and the jury included three Black jurors and an alternate
         Black juror). Under these cases, the statistical evidence here is not
         so suggestive of discriminatory strikes so as to render the district
         court’s findings clearly erroneous.
                           2. THE GOVERNMENT’S REASONS
                 We next examine the race-neutral reasons proffered by the
         government. The government took some liberties in describing
         some of the prospective Black jurors’ answers, but its descriptions
         were not a ā€œseries of factually inaccurate explanationsā€ that neces-
         sarily signaled discriminatory intent. See Flowers, 588 U.S. at 314.
         The district court’s findings that the government’s stated reasons
         were race neutral and supported by the record, see D.E. 1201 at 32,
         were plausible and therefore not clearly erroneous.
                 Juror 15. Levi Bryant’s strongest argument concerns Juror
         15. As relevant here, Juror 15 was unsure whether she could
         properly judge the testimony and credibility of a cooperating wit-
         ness, so she left blank the two corresponding questions on the jury
         questionnaire. The district court attempted to clarify her position,
         but she essentially provided a nonanswer: she ā€œ[j]ust didn’t think of
         it at the time.ā€ D.E. 1198 at 49–50. Upon further questioning, she
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         19-10332               Opinion of the Court                       33

         said that she was capable of being impartial to cooperating wit-
         nesses. The government struck her because it believed that her
         failure to answer only those two questions on the questionnaire
         indicated that ā€œit was something she just didn’t want to commit
         to,ā€ and when she answered the district court’s questions, she did
         so ā€œequivocally.ā€ By equivocal, it meant that her answers were
         ā€œā€˜maybe, I don’t know, I guess I could,’ they were not clear, unam-
         biguous answers of 100% yes. . . . It was not patently clear for us
         that these cooperating witnesses . . . would not be a potential prob-
         lem for her.ā€ D.E. 1201 at 9–10.
                Juror 15 did not say exactly what the government claimed.
         But as to her initial answers, it was not ā€œpatently clearā€ what her
         position was on cooperating witnesses—it took the district court
         several attempts to clarify her position. So, although the govern-
         ment’s explanation to the district court was not entirely accurate,
         ā€œmistaken explanations should not be confused with racial discrim-
         ination.ā€ Flowers, 588 U.S. at 314. The government was free to
         conclude that Juror 15’s initial reticence to answer the two ques-
         tions reflected her true feelings and that, in turn, that she merited
         a peremptory strike. Cf. Harper v. Lumpkin, 64 F.4th 684, 696–97
         (5th Cir. 2023) (rejecting a defendant’s Batson argument that a pro-
         spective juror was ā€œnot being untruthful or deceptive by failing to
         respond to one of the items on the questionnaireā€: ā€œ[T]his argu-
         ment does nothing to demonstrate that the prosecutor’s stated rea-
         son was pretextual. Both things can be true: [the juror] could have
         been fully truthful and forthcoming, and the prosecutor could have
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         34                     Opinion of the Court                 19-10332

         been concerned that she failed to respond to one of the most im-
         portant items on the questionnaire.ā€).
                The government also struck Juror 15 due to her exposure to
         the criminal justice system. She had a nephew who had been ar-
         rested or convicted and she failed to clarify whether she believed
         he had been treated fairly.
                At the end of the day, the district court’s finding as to Juror
         15—that the government exercised a race-neutral strike—was not
         clearly erroneous, even when taking into account the statistical ev-
         idence.
                Juror 103. As to Juror 103, Levi Bryant claims that an admit-
         ted misstatement by the government—that Juror 103 (rather than
         her husband) was on hemodialysis—was an attempt to misrepre-
         sent the record. But the district court did not clearly err in viewing
         the government’s misstatement as just a mistake.
                The bottom line is that Juror 103 was the primary caretaker
         for her son, who is disabled, and for her husband, who was on he-
         modialysis awaiting a kidney transplant. In the government’s view,
         this was ā€œan unpredictable family health situation that would have
         been a disruption for the trial.ā€ D.E. 1201 at 25. The district court
         plausibly found that the government’s strike of Juror 103 was race-
         neutral, even when the statistical evidence is considered.
                Juror 84. Levi Bryant next argues that the government
         made material misrepresentations with respect to Juror 84. He
         challenges the government’s proffer of a quote from Juror 84 that
         she ā€œdidn’t trust the system.ā€ L. Bryant Br. at 31. It is true that
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         19-10332                Opinion of the Court                         35

         Juror 84 did not utter those exact words. But in commenting on
         her son’s reckless driving charge, she stated that it ā€œtook a lot out
         of our lives,ā€ and she believed that the charges were excessive and
         likely financially motivated. See D.E. 1198 at 122–23. Those com-
         ments—particularly her belief that the severity of her son’s charges
         was ā€œa money making thingā€ā€”could fairly be characterized as a
         distrust of the system. See id. The district court’s finding that the
         government’s strike of Juror 84 was not racially motivated, even
         considered in light of the statistical evidence, was plausible and
         therefore not clearly erroneous.
                 In addition, Levi Bryant challenges the government’s claim
         that Juror 84 had an ā€œinability to judge [a] cooperating witness.ā€ L.
         Bryant Br. at 31 (quoting D.E. 1201 at 12). This too was not a ma-
         terial misrepresentation. Juror 84 believed that it was improper for
         cooperating witnesses to receive lesser sentences and did not know
         if she could trust their testimony. She would not automatically dis-
         credit such testimony, but the fact that a witness cooperated
         ā€œmight influence [her] decision.ā€ D.E. 1198 at 124. Her perspective
         clearly evinced some possible doubt about cooperating witnesses.
         Though her statements would not have merited being removed for
         cause, the district court was entitled to find that the government
         was justified in striking her. See United States v. Hill, 31 F.4th 1076,
         1082 (8th Cir. 2022) (explaining that a prospective juror’s inability
         to consider the testimony of a cooperating witness constitutes a
         ā€œrace-neutral reasonā€ for a peremptory strike); United States v.
         Thomas, 315 F. App’x 828, 834 (11th Cir. 2009) (concern that pro-
         spective jurors ā€œmight question the veracity of a cooperating co-
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         36                        Opinion of the Court                       19-10332

         defendant’s testimonyā€ constituted a race-neutral reason for use of
         peremptory strikes). 14
                                 3. COMPARATOR EVIDENCE
                As the final piece of his Batson claim, Levi Bryant attempts
         to infer discriminatory intent by comparison.
                 Starting with the government’s peremptory strike of Juror
         19, Levi Bryant’s argument is unpersuasive. The government
         struck Juror 19 because she had served on a hung jury, raising con-
         cerns of her indecisiveness. This was a race-neutral reason. See
         United States v. Hernandez-Garcia, 44 F.4th 1157, 1167 (9th Cir. 2022)
         (ā€œMs. Del Rosario’s prior service on a hung jury was a legitimate
         reason [for the use of a peremptory strike.]ā€); United States v. Rudas,
         905 F.2d 38, 41 (2d Cir. 1990) (ā€œAponte’s service on a hung jury was
         a legitimate reason for striking him.ā€).
                Levi Bryant counters that this reason was pretextual because
         the government did not strike two prospective non-Black jurors
         who also had prior jury service. But those two comparators served
         on juries which returned verdicts. Juror 19 was struck not because
         she served on a jury, but because of her jury’s inability to reach a
         verdict. The comparison therefore misses the mark.
               As another point of comparison, Levi Bryant identifies two
         prospective non-Black jurors who, like Juror 19, had negative



         14 Thomas is an unpublished decision, but we find it persuasive on this point.
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         19-10332               Opinion of the Court                         37

         experiences with the legal system but whom the government did
         not strike. Those jurors, however, also did not sit on hung juries.
                In sum, none of the prospective non-Black jurors identified
         by Levi Bryant shared the totality of Juror 19’s circumstances. He
         therefore cannot show, by way of comparison, that the district
         court clearly erred in finding that government’s use of a peremp-
         tory strike on Juror 19 was race-neutral. See United States v. Stewart,
         65 F.3d 918, 926 (11th Cir. 1995) (ā€œWe recognize that failing to
         strike a white juror who shares some traits with a black juror does
         not itself automatically prove the existence of discrimination.ā€).
                      4. FAMILIARITY WITH SOUTH GWEN CHERRY
                 Finally, Levi Bryant argues that the government’s consider-
         ation of any prospective juror’s familiarity with the South Gwen
         Cherry complex was inherently discriminatory towards prospec-
         tive Black jurors because it is located in a predominantly Black
         neighborhood. But ā€œ[a]n argument relating to the impact of a clas-
         sification does not alone show its purpose.ā€ Hernandez v. New York,
         500 U.S. 352, 362 (1991).
                Familiarity with the South Gwen Cherry complex was just
         one factor considered by the government, as it did not seek to ex-
         clude any prospective Black juror solely on that basis. And a juror’s
         familiarity with—and thus potential bias for or against—the partic-
         ular geographic setting of a case (and the defendants who hail from
         that area) can be a legitimate reason for the use of a peremptory
         strike. See Hollingsworth v. Burton, 30 F.3d 109, 113 (11th Cir. 1994)
         (ā€œStudmire’s close connection to the area in which the crime was
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         38                      Opinion of the Court                  19-10332

         committed is highly relevant. Living and carpooling in the area cre-
         ated both an increased risk of familiarity with the scene of the crime
         and a heightened likelihood of being subjected to conversations re-
         lating to the crime.ā€).
                 The district court found that a ā€œsmall town familiarity with
         a particular area is racially neutral.ā€ D.E. 1201 at 18. Without de-
         finitive evidence that the government adopted this criterion with
         the intent of excluding Black jurors, the district court did not clearly
         err in finding that any disparate impact ā€œ[did] not violate the prin-
         ciple of race neutrality.ā€ Hernandez, 500 U.S. at 362. See also Flow-
         ers, 588 U.S. at 302–03. The district court could have viewed the
         record differently, but it was not compelled to do so.
                                       5. SUMMARY
                The individual components of Levi Bryant’s Batson claim fall
         short. Taken collectively, they also do not show that the district
         court clearly erred in finding that the government was not ā€œmoti-
         vated in substantial part by discriminatory intentā€ in striking Jurors
         15, 19, 84, and 103. See Flowers, 588 U.S. at 303.
                      IV. THE EVIDENTIARY RULINGS AT TRIAL
                 The defendants challenge a number of evidentiary rulings
         by the district court. Where an objection was properly preserved,
         we generally review such rulings for an abuse of discretion. See Fid.
         Interior Constr., Inc. v. S.E. Carpenters Reg’l Council, 675 F.3d 1250,
         1258 (11th Cir. 2012). This standard ā€œrecognizes the range of pos-
         sible conclusions the [district court] may reach.ā€ United States v.
         Frazier, 387 F.3d 1244, 1259 (11th Cir. 2004) (en banc).
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         19-10332                Opinion of the Court                         39

                We will not disturb an evidentiary ruling unless there is a
         ā€œclear error of judgment.ā€ In re Rasbury, 24 F.3d 159, 168 (11th Cir.
         1994). Of course, the district court also ā€œabuse[s] its discretion if it
         base[s] its ruling on an erroneous view of the law or on a clearly
         erroneous assessment of the evidence.ā€ Cooter & Gell v. Hartmarx
         Corp., 496 U.S. 384, 405 (1990). ā€œSo [if] we conclude that the district
         court erred, we mean to say that the district court abused its dis-
         cretion in one of these ways.ā€ Carrizosa v. Chiquita Brands Int’l, Inc.,
         47 F.4th 1278, 1296 (11th Cir. 2022).
                                   A. RULE 801(d)(2)(E)
                 Our first look at the evidentiary rulings starts with Mr. Ro-
         driguez, whom the district court treated as a member of the two
         charged conspiracies. He claims that this was error, and that as a
         result the district court improperly admitted against him the state-
         ments of purported co-conspirators. See Fed. R. Evid. 801(d)(2)(E).
         The statements at issue were made by Messrs. Walker and Gra-
         ham, and also include those statements contained in Summary Ex-
         hibit 303, which was a compilation of thousands of social media
         posts by the purported co-conspirators.
                 Mr. Rodriguez sought to exclude the statements through a
         motion in limine. The district court denied the motion without
         prejudice and advised Mr. Rodriguez to reassert the objection at
         trial should the government seek to introduce the co-conspirators’
         statements. There is no indication in the record, however, that Mr.
         Rodriguez argued inadmissibility under Rule 801(d)(2)(E) at trial,
         and he does not cite to any such objection. Mr. Rodriguez thus
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         40                         Opinion of the Court                       19-10332

         failed to preserve the issue, which means that our review is for
         plain error. See Fed. R. Evid. 103(b) (ā€œOnce the court rules defini-
         tively on the record—either before or at trial—a party need not re-
         new an objection or offer of proof to preserve a claim of error for
         appeal.ā€) (emphasis added); United States v. Feldman, 936 F.3d 1288,
         1300 (11th Cir. 2019) (ā€œBecause the magistrate judge did not make
         a definitive ruling on the extrapolation issue, Mrs. Feldman was re-
         quired to object to Dr. Chaitoff’s statement to avoid plain error re-
         view.ā€). Accord United States v. Broussard, 87 F.4th 376, 379 (8th Cir.
         2023) (explaining that a denial of motion in limine accompanied by
         an invitation to reassert the objection at trial is not a ā€œdefinitiveā€
         ruling that preserves an issue for appeal). 15
                We find no plain error in the district court’s admission of the
         co-conspirators’ statements against Mr. Rodriguez. ā€œFor a co-con-
         spirator statement to be admissible under [Rule 801(d)(2)(E)], the
         government must show by a preponderance of the evidence that:
         (1) a conspiracy existed; (2) the defendant and the declarant were
         members of the conspiracy; and (3) the statement was made during
         the course and in furtherance of the conspiracy.ā€ United States v.
         Hough, 803 F.3d 1181, 1193 (11th Cir. 2015). Contrary to Mr.


         15 Mr. Ingram, in the table of contents and summary of the arguments of his

         brief, also appears to argue that the district court erred in admitting the hear-
         say statements of purported co-conspirators. But he does not cite any author-
         ity in support of this point. Nor does he devote a discrete section of his argu-
         ment to this contention. His failure to adequately brief the issue constitutes
         abandonment. See Sapuppo v. Allstate Floridian Ins. Co., 739 F.3d 678, 681 (11th
         Cir. 2014).
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         19-10332               Opinion of the Court                       41

         Rodriguez’s contention, Rule 801(d)(2)(E) does not require ā€œsub-
         stantial independent evidenceā€ of a conspiracy. See M. Rodriguez
         Br. at 44. When preliminary facts relevant to determining the ad-
         missibility of evidence—such as co-conspirator statements—are
         disputed, the relevant standard of proof is a preponderance of the
         evidence. See Bourjaily v. United States, 483 U.S. 171, 175 (1987). A
         preponderance of the evidence ā€œsimply requires the trier of fact to
         believe that the existence of a fact is more probable than its nonex-
         istence.ā€ United States v. Watkins, 10 F.4th 1179, 1184 (11th Cir.
         2021) (citation omitted).
                The testimony of Mr. Grimes, a former short-lived DSBF
         member and unindicted co-conspirator, was enough to establish
         Mr. Rodriguez’s participation in the RICO and narcotics conspira-
         cies by a preponderance of the evidence. Mr. Grimes testified that,
         when he became a member of the DSBF around 2010, Mr. Rodri-
         guez was one of the first people he met in the gang. Mr. Rodriguez
         was introduced to him as ā€œBloodā€ā€”an awfully suspicious nick-
         name considering the gang was called the Dub Street Blood Fam-
         ily. During his relatively short tenure with the DSBF, Mr. Grimes
         frequently hung out with Mr. Rodriguez, including at the latter’s
         home. He knew Mr. Rodriguez as the point man for all gang rules
         violations and initiations, and as someone who occasionally sup-
         plied the gang (and himself) with guns. Mr. Rodriguez also sold
         crack cocaine. He had his own clientele, but would step in when
         the DSBF ran out of inventory. As Mr. Grimes testified, if Mr. Ro-
         driguez had not been a DSBF member, the gang would not have
         tolerated him selling drugs at the South Gwen Cherry complex.
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         42                        Opinion of the Court                     19-10332

                Had Mr. Rodriguez challenged at trial the admission of co-
         conspirator statements against him, Mr. Grimes’ testimony would
         have satisfied the district court under Bourjaily. See, e.g., United
         States v. Amede, 977 F.3d 1086, 1094–95, 1098 (11th Cir. 2020). Ac-
         cordingly, Mr. Rodriguez’s unpreserved, non-specific challenge to
         the Rule 801(d)(2)(E) evidence fails. The district court did not
         plainly err.
                                      B. RULE 804(b)(3)
                Levi Bryant argues that the district court should not have
         admitted Jerimaine Bryant’s social media post (which implicated
         Levi) under the hearsay exception for statements against interest.
         See Fed. R. Evid. 804(b)(3). We are not persuaded.
                Rule 804(b)(3) permits the admission of an out-of-court
         statement when (1) it is against the penal interest of the declarant,
         (2) corroborating circumstances exist indicating the trustworthi-
         ness of the statement, and (3) the declarant is unavailable. See
         United States v. Harrell, 788 F.2d 1524, 1526 (11th Cir. 1986). The
         statement must be one that ā€œa reasonable person in the declarant’s
         position would have made only if the person believed it to be true
         because, when made, it . . . had so great a tendency . . . to expose
         the declarant to civil or criminal liability.ā€ Fed. R. Evid.
         804(b)(3)(A). 16
               As we have explained, Rule 804(b)(3) encompasses more
         than ā€œdirect confessions of guilt,ā€ and includes ā€œremarks that a

         16 Levi Bryant concedes that Jerimaine Bryant was unavailable as a witness.
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         19-10332                Opinion of the Court                         43

         reasonable person would have realized strongly implied [the de-
         clarant’s] personal participation in the relevant crime . . . [and] dis-
         serving statements by a declarant that would have probative value
         in a trial against the declarant.ā€ Chiquita, 47 F.4th at 1308 (citation
         and internal quotation marks omitted). Whether a ā€œstatement is
         self-inculpatory or not can only be determined by viewing it in con-
         text [and] . . . in light of all the surrounding circumstances.ā€ Wil-
         liamson v. United States, 512 U.S. 594, 603–04 (1994). And whether
         a statement is genuinely against a declarant’s penal interest is a
         question of law we review de novo. See United States v. Costa, 31 F.3d
         1073, 1077 (11th Cir. 1994).
                Levi Bryant is the uncle of Jerimaine Bryant, who refers to
         Levi as ā€œFish.ā€ On Facebook, Jerimaine posted the following: ā€œMy
         uncle fish gave me the game, my Aunte Danielle showed me the
         way, and ma n****s got me this far.ā€ Anticipating that the govern-
         ment would use this statement to suggest that he taught Jerimaine
         the ā€œdrug game,ā€ Levi moved to exclude the statement as inadmis-
         sible hearsay. See D.E. 1202 at 103. In response, the government
         argued that the post was a statement against Jerimaine’s interest—
         ā€œthat he’s been taught a drug gameā€ by Levi. See id. at 104.
                 The district court admitted the Facebook post, concluding
         that Jerimaine was ā€œadmitting complicity.ā€ Id. Though the depth
         of this analysis may not have been to Levi’s liking, the district court
         considered the parties’ arguments and made a ruling on a matter
         of law, that is, whether the statement was against Jerimaine’s penal
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         44                       Opinion of the Court                     19-10332

         interest. See Costa, 31 F.3d at 1077. Under the circumstances, no
         exhaustive factual explanation was necessary. 17
                The focus of our inquiry is on whether the statement ā€œwhen
         made . . . had so great a tendency to . . . expose the declarant to . .
         . criminal liabilityā€ that a reasonable person in his position would
         not have made the statement unless he believed it was true. See
         Fed. R. Evid. 804(b)(3)(A). We have described this as an ā€œexpansive
         test.ā€ United States v. Alvarez, 584 F.2d 694, 700 (5th Cir. 1978).
                It is true that there is nothing facially self-inculpatory about
         Jerimaine’s Facebook post. According to the post, Levi ā€œgaveā€ him
         ā€œthe game,ā€ but we do not know from the post itself what that
         means. As defense counsel argued in closing, ā€œthe gameā€ could
         refer to an activity like gambling. See D.E. 1229 at 201–02. See also
         The American Heritage Dictionary of the English Language 720
         (5th ed. 2011) (defining ā€œgameā€).
                But a ā€œfacially neutral statement[ ] might actually be against
         a declarant’s interest.ā€ United States v. Thomas, 62 F.3d 1332, 1337
         (11th Cir. 1995) (citing Williamson, 512 U.S. at 603). And a state-
         ment’s context elucidates its meaning. See, e.g., United States v.
         Hammers, 942 F.3d 1001, 1010–11 (10th Cir. 2019) (the ā€œcontext and
         the circumstancesā€ under which statement was made include the
         declarant’s state of mind and other statements and actions

         17 During her testimony, Sgt. Kelly did exactly what Levi had predicted. She
         testified that ā€œthe gameā€ likely meant ā€œnarcotics sales.ā€ D.E. 1203 at 71–72.
         And in its closing argument, the government argued that ā€œ[t]he game is
         drugs.ā€ D.E. 1231 at 47.
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         19-10332               Opinion of the Court                        45

         accompanying the statement); United States v. Awer, 770 F.3d 83, 94
         (1st Cir. 2014) (analyzing a purportedly self-inculpatory statement
         in the context in which it was made, rather than in conjunction
         with other similar statements made by the defendant); United States
         v. Gupta, 747 F.3d 111, 128–29 (2d Cir. 2014) (looking to the declar-
         ant’s conduct when the statement was made). We turn, therefore,
         to context.
                The first important piece of context is that Levi was a known
         drug dealer by the time of Jerimaine’s Facebook post in 2015. Be-
         tween 2006 and 2012, Levi was arrested four times for selling drugs,
         and two of those arrests resulted in convictions. And Mr. Coakley
         identified Levi as being one of the DSBF’s earliest members, selling
         drugs as early as 2001. The post therefore had a tendency to impli-
         cate Jerimaine (the declarant) in Levi’s narcotics activities and the
         drug business. See Williamson, 512 U.S. at 603–04 (ā€œā€˜Sam and I went
         to Joe’s house’ might be against the declarant’s interest if a reason-
         able person in the declarant’s shoes would realize that being linked
         to Joe and Sam would implicate the declarant in Joe and Sam’s con-
         spiracy.ā€). Moreover, Ms. Houser and Mr. Coakley identified
         Jerimaine as a crack cocaine supplier for the DSBF. So both Levi
         and Jerimaine were involved in the narcotics trade at the time of
         Jerimaine’s Facebook post. A reasonable person in Jerimaine’s po-
         sition would have made the statement only if he believed it to be
         true because it had a tendency to expose him to criminal liability.
                This is not one of those instances in which a declarant’s im-
         plication of a co-defendant is suspect because it might be an
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         46                        Opinion of the Court                      19-10332

         attempt to shift blame or curry favor—the statement here does not
         accomplish those ends. See Williamson, 512 U.S. at 603–04; Costa,
         31 F.3d at 1078. Given that Levi was a known drug dealer and a
         member of the DSBF, and that Jerimaine was known to supply
         drugs to the DSBF, the district court did not err in concluding that
         ā€œthe gameā€ was drug dealing.
                Jerimaine’s statement in the Facebook post was also sup-
         ported by corroborating circumstances that clearly indicated its
         trustworthiness. There was plenty of evidence implicating
         Jerimaine in the drug conspiracy. And there is no obvious reason
         why he would have fabricated his business relationship with Levi.
         See United States v. U.S. Infrastructure, Inc., 576 F.3d 1195, 1209 (11th
         Cir. 2009).
               We therefore conclude that Jerimaine’s Facebook post was
         properly admitted against Levi under Rule 804(b)(3). 18
                                   C. RULE 801(d)(1)(B)
               Mr. Graham argues that the district court erred in allowing
         the government to introduce, as a prior consistent statement,

         18 We reject the argument made by Levi that admitting Jerimaine’s Facebook

         post violated his rights under the Confrontation Clause of the Sixth Amend-
         ment. See generally Crawford v. Washington, 541 U.S. 36, 51 (2004). Simply put,
         Jerimaine could not have reasonably anticipated that a social media post, made
         years before his arrest, would be used in court. The statement is therefore
         nontestimonial and the Confrontation Clause does not apply. See United States
         v. Hano, 922 F.3d 1272, 1287 (11th Cir. 2019) (explaining that ā€œthe threshold
         question in every caseā€ raising a confrontation issue ā€œis whether the chal-
         lenged statement is testimonialā€) (citation omitted).
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         19-10332               Opinion of the Court                         47

         portions of an audio recording in which Donzell Jones, a cooperat-
         ing witness, implicated Mr. Graham in a robbery. We disagree.
                 Under Rule 801(d)(1)(B), a prior consistent statement by a
         witness is not hearsay if (1) the declarant testifies and is subject to
         cross-examination on the statement; and (2) the statement is con-
         sistent with the declarant’s testimony and is offered ā€œto rebut an
         express or implied charge that the declarant recently fabricated it
         or acted from a recent improper influence or motive in so testify-
         ing.ā€ A district court may exclude those parts of a prior consistent
         statement that do not relate specifically to matters on which the
         declarant was impeached, but ā€œit is not required to do so.ā€ United
         v. Brantley, 733 F.2d 1429, 1438 (11th Cir. 1984). ā€œA district court is
         granted broad discretion in determining the admissibility of a prior
         consistent statement under Fed. R. Evid. 801(d)(1)(B) and will not
         be reversed absent a clear showing of abuse of discretion.ā€ United
         States v. Prieto, 232 F.3d 816, 819 (11th Cir. 2000).
               When cross-examining Donzell Jones, defense counsel im-
         peached him using an audio recording of his interrogation by two
         agents. On redirect, the government played other portions of that
         recording to rehabilitate him. Some portions of the interrogation
         played by the government apparently implicated Mr. Graham in a
         robbery. See D.E. 1114 at 51–56 (ā€œ[The government is] presenting
         evidence against Reginald Graham now by saying that [they] did
         robberies together.ā€).
                The record, however, is silent as to what the recording actu-
         ally says. See, e.g., id. at 50 (ā€œAudio playing.ā€). And because it was
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         48                     Opinion of the Court                 19-10332

         impeachment evidence, neither party entered Donzell Jones’ inter-
         rogation transcript into evidence. Mr. Graham, moreover, did not
         provide us with a copy on appeal. See Fed. R. App. P. 10(b)(2) (ā€œIf
         the appellant intends to urge on appeal that a finding or conclusion
         is unsupported by the evidence or is contrary to the evidence, the
         appellant must include in the record a transcript of all evidence rel-
         evant to that finding or conclusion.ā€); Selman v. Cobb Cnty. Sch.
         Dist., 449 F.3d 1320, 1333 (11th Cir. 2006) (ā€œ[T]he burden is on the
         appellant to ensure the record on appeal is complete, and where a
         failure to discharge that burden prevents us from reviewing the dis-
         trict court’s decision we ordinarily will affirm the judgment.ā€).
         Given the incomplete record before us, our review of this issue is
         constrained.
                There is no dispute that the recording satisfied the first re-
         quirement of Rule 801(d)(1)(B). Defense counsel used a portion of
         it during Donzell Jones’ cross-examination. As to whether the gov-
         ernment properly offered it to rebut defense counsel’s express or
         implied charge that Donzell Jones was not credible and/or had an
         improper motive in testifying as a cooperating witness, Mr. Gra-
         ham argues that Rule 801(d)(1)(B) limits the scope of rehabilitation
         to the precise issues on which defense counsel impeached Donzell
         Jones. This broad legal assertion, however, is contrary to our prec-
         edent. See Brantley, 733 F.2d at 1438. The scope of the govern-
         ment’s use of the recording was within the discretion of the district
         court, and we are reticent to disturb its decision given the limited
         record before us.
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         19-10332               Opinion of the Court                        49

                In any event, the record indicates that the government did
         not exceed the scope of the impeachment of Donzell Jones. De-
         fense counsel cross-examined him on his prior statements, includ-
         ing purported lies about his involvement with a group of individu-
         als which included several alleged DSBF members, his knowledge
         of certain gang members, and his knowledge of robberies that gang
         members had participated in. See D.E. 1113 at 17–20; D.E. 1114 at
         21–24. On redirect examination, the government offered as a prior
         consistent statement another segment of the recording where
         Donzell Jones apparently admitted to knowing of the gang’s rob-
         beries. This was an express rebuttal of defense counsel’s cross ex-
         amination and, as far as we can tell, fell directly within the purview
         of Rule 801(d)(1)(B). Accordingly, we conclude that the district
         court did not abuse its discretion in allowing the government to
         rehabilitate Donzell Jones with his prior consistent statements.
             D. LIMITS ON THE CROSS-EXAMINATION OF AGENT PEREZ
                Mr. Walker argues that the district court denied him his
         Sixth Amendment right to confront witnesses by improperly limit-
         ing his cross-examination of Agent Perez. This argument lacks
         merit.
                A district court generally has discretion to limit the scope of
         cross-examination, subject of course to the requirements of the
         Sixth Amendment. See United States v. Garcia, 13 F.3d 1464, 1468
         (11th Cir. 1994). The Sixth Amendment confers on a defendant the
         right to cross-examine a witness to expose motivation and bias, but
         the right is not unlimited. See Delaware v. Van Arsdall, 475 U.S. 673,
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         50                     Opinion of the Court                  19-10332

         678–79 (1986). It ā€œguarantees an opportunity for effective cross-ex-
         amination, not cross-examination that is effective in whatever way,
         and to whatever extent, the defense might wish.ā€ Delaware v. Fen-
         sterer, 474 U.S. 15, 20 (1985) (per curiam). Accordingly, once a party
         has had that opportunity, further questioning is generally within
         the district court’s discretion. See Garcia, 13 F.3d at 1468. The ques-
         tion is ā€œwhether a reasonable jury would have received a signifi-
         cantly different impression of the witness’ credibility had counsel
         pursued the proposed line of cross-examination.ā€ Id. at 1469.
                Mr. Walker contends that the district court should not have
         precluded him from further cross-examining Agent Perez about a
         undercover narcotics buy on May 3, 2017. According to Mr.
         Walker, this buy was a last-ditch effort by the authorities to obtain
         direct evidence of him selling crack cocaine mere days before the
         indictment was returned.
                The problem for Mr. Walker is that Agent Perez did not tes-
         tify on direct examination about the buy on May 3, 2017. In fact,
         he explained—both on direct and cross-examination—that he par-
         ticipated as part of the surveillance team for undercover narcotics
         buys in the South Gwen Cherry complex only in 2016. See, e.g.,
         D.E. 1222 at 160 (Agent Perez: ā€œThe May 3rd [drug buy] I was not
         involved in it.ā€ Defense Counsel: ā€œAll right. [W]ere you involved
         in any of Detective Quintero’s attempts to purchase narcotics?ā€
         Agent Perez: ā€œThe ones in 2016, yes.ā€). The district court therefore
         did not abuse its discretion or violate Mr. Walker’s Sixth
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         19-10332              Opinion of the Court                       51

         Amendment rights by limiting Mr. Walker’s cross-examination of
         Agent Perez on a matter in which he was not involved.
                In any event, Mr. Walker did ask Agent Perez some ques-
         tions about the May 3, 2017, buy and the indictment, and his gen-
         eral authority over the timing of the controlled buys. He even at-
         tempted, among other things, to undermine the circumstantial ev-
         idence of his participation in drug sales by questioning Agent Perez
         on the slang terms in certain Facebook posts. Accordingly, Mr.
         Walker had ample opportunity to—and did—thoroughly cross-ex-
         amine Agent Perez, such that additional questioning on the buy on
         May 3, 2017, would not have impacted the latter’s credibility.
                The district court did not abuse its discretion, and did not
         violate Mr. Walker’s Sixth Amendment rights, in limiting the cross-
         examination of Agent Perez.
                                E. RULE 801(d)(2)(B)
                Curtis Bryant argues that the district court erred in admit-
         ting his ā€œgiggle and smirkā€ reaction to a co-conspirator’s statement
         as an adoptive admission of his participation in a murder under
         Rule 801(d)(2)(B). The issue is close, but the abuse of discretion
         standard calls for rejection of the argument.
                 Mr. Coakley, a cooperating and unindicted co-conspirator,
         testified that after the shooting of Mr. Hallman, a rival gang mem-
         ber, Jerimaine Bryant announced that ā€œmomma got his feet wet.ā€
         According to Mr. Coakley, ā€œMommaā€ referred to ā€œBig Momma,ā€
         Jerimaine’s nickname for his brother Curtis Bryant, and ā€œgot his
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         52                     Opinion of the Court                19-10332

         feet wetā€ meant ā€œyou shot somebody.ā€ In response to Jerimaine’s
         statement, Curtis Bryant started ā€œgiggling.ā€
                 When a statement is offered as an adoptive admission under
         Rule 801(d)(2)(B), the district court generally must determine as a
         preliminary matter whether (1) ā€œthe statement was such that, un-
         der the circumstances, an innocent defendant would normally be
         induced to respond,ā€ and (2) ā€œthere are sufficient foundational facts
         from which the jury could infer that the defendant heard, under-
         stood, and acquiesced in the statement.ā€ United States v. Carter, 760
         F.2d 1568, 1579 (11th Cir. 1985). We review a district court’s rul-
         ings under Rule 801(d)(2)(B) for abuse of discretion. See United
         States v. Joshi, 896 F.2d 1303, 1312 (11th Cir. 1990).
                We have affirmed the admission of non-verbal reactions like
         silence and a head-nod as adoptive admissions. See Carter, 760 F.2d
         at 1579–80, 1580 n.5 (the defendants’ silence in the back seat of a
         vehicle while the front seat passenger made incriminating state-
         ments about their drug smuggling activities); Joshi, 896 F.2d at
         1311–12 (the defendant’s head nod in response to a statement in-
         troducing him and describing his role in a narcotics conspiracy).
         We discern no abuse of discretion in the district court’s decision to
         admit Jerimaine Bryant’s giggle.
                The first criterion for admission under Rule 801(d)(2)(B) is
         particularly important when dealing with adoptive admissions by
         silence. See United States v. Santos, 947 F.3d 711, 724 (11th Cir.
         2020). But if the defendant affirmatively responded to the state-
         ment—like by nodding, see Joshi, 896 F.2d at 1311–11, or by
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         19-10332                   Opinion of the Court                                53

         giggling, as is the case here—the ā€œfocus is on the second criterion.ā€
         Santos, 947 F.3d at 724.
                 Under the second criterion, we conclude there is sufficient
         evidence in the record from which the jury could infer that Curtis
         heard and acquiesced in Jerimaine’s statement. Mr. Coakley testi-
         fied that Jerimaine told him—in the presence of Curtis—that
         ā€œmomma got his feet wet.ā€ He also explained that ā€œmommaā€ re-
         ferred to Curtis and getting ā€œhis feet wetā€ meaning shooting some-
         one. Curtis giggled in response. Laughter, as an affirmative act,
         can be stronger evidence of adoption than silence. See Carter, 760
         F.2d at 1579–80. Given the stark contrast between the gravity of
         the misconduct—a murder—and the tenor of the response, the gig-
         gling here was at least as strong as, if not stronger than, the assent
         of a head nod. See Joshi, 896 F.2d at 1311–12. 19
                Concerning comprehension, Curtis points out that there is
         no direct evidence that he necessarily shared Mr. Coakley’s under-
         standing of Jerimaine’s statement. To attempt to reconstruct that
         understanding, we break down the statement into two constituent


         19
            In response to Curtis’ hearsay objection at trial, the district court explained
         that the second criterion for admission under Rule 801(d)(2)(B) is ā€œreally an
         issue for the jury.ā€ That was only half right. It is true that the ā€œultimate
         determination of foundational prerequisites for adoptive admissions is for
         [the] jury.ā€ Joshi, 896 F.2d at 1312. But as an initial matter the district court
         must make a preliminary finding that the ā€œjury could reasonably find that the
         defendant comprehended and acquiesced in the statement.ā€ Id. Doing other-
         wise ā€œneedlessly risks the possibility of reversal if the evidence is subsequently
         found to have been erroneously admitted.ā€ Id.
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         54                     Opinion of the Court                 19-10332

         parts: (1) the identity of ā€œmommaā€ and (2) the action of getting
         one’s ā€œfeet wet.ā€ As to the former, Curtis would have known his
         brother’s nickname for him, and he does not dispute this fact. As
         to the latter, Curtis is correct that we only know for certain how
         Mr. Coakley understood the statement. But we are reviewing for
         abuse of discretion, and admissibility does not require absolute cer-
         tainty. Given his reaction, the district court could find that Curtis
         understood a slang term used by a family member. Any ambiguity
         in the statement went to weight, not admissibility. And defense
         counsel had the opportunity to expose any ambiguity in Mr. Coak-
         ley’s cross-examination.
                This issue presents a close question, but given our precedent
         and the discretion afforded a district court on evidentiary matters,
         affirmance is in order. See Frazier, 387 F.3d at 1259 (the abuse of
         discretion standard ā€œrecognizes the range of possible conclusions
         the [district court] may reachā€). The district court did not abuse its
         discretion in admitting Curtis’ giggle in response to Jerimaine’s
         statement as an adoptive admission under Rule 801(d)(2)(B).
                              F. OTHER ACTS EVIDENCE
                 Messrs. Hayes and Ingram challenge the admission of cer-
         tain ā€œother actsā€ evidence under Rules 404(b) and 403. Their pre-
         trial motion to exclude this evidence below was struck as untimely.
         At trial, the district court denied Mr. Hayes’ objection on the merits
         because ā€œ[t]he subject activity [was] evidence of the racketeering
         activity.ā€ D.E. 1201 at 29–30.
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         19-10332                  Opinion of the Court                              55

                  The problem for Messrs. Hayes and Ingram is that they have
         failed to properly and sufficiently brief this issue on appeal. Before
         trial, the government notified the defendants that it intended to in-
         troduce numerous ā€œother actsā€ against them—at least nine against
         Mr. Hayes and eight against Mr. Ingram. See D.E. 444. But on ap-
         peal, Messrs. Hayes and Ingram do not tell us with sufficient speci-
         ficity what ā€œother actsā€ were actually and improperly introduced
         against them at trial; for what purpose those ā€œother actsā€ were pre-
         sented; and when during the trial those ā€œother actsā€ were intro-
         duced. Mr. Hayes tells us only that the ā€œother actsā€ introduced
         against him were acts of ā€œmugging, auto theft, fleeing and eluding,
         possession of firearms, etc.ā€ S. Hayes Br. at 40 (emphasis added).
         He argues that those acts were too far removed in time from the
         Hobbs Act robberies to be probative of intent. Mr. Ingram is even
         less helpful. He simply tells us that the district court erred in ad-
         mitting his ā€œco-appellants’ prior arrestsā€ and an arrest or conviction
         of his (we don’t really know which) for ā€œpossession with intent to
         sell controlled substance.ā€ T. Ingram Br. at 55, 57. 20
                To properly present an issue on appeal—especially one aris-
         ing from a multi-defendant trial lasting almost 40 days—it was in-
         cumbent on Messrs. Hayes and Ingram to identify exactly the evi-
         dence they now challenge. See Sapuppo, 739 F.3d at 681. We



         20 Mr. Hayes describes the ā€œother actsā€ evidence with more specificity in his

         reply brief, but that comes too late. See United States v. Levy, 379 F.3d 1241,
         1242–43 (11th Cir. 2004).
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         56                     Opinion of the Court                19-10332

         decline to sift through a transcript of nearly 8,000 pages to figure
         out and resolve their arguments.
                                   G. RULE 615(a)
                Jerimaine Bryant and Mr. Glass argue that the district court
         erred by excluding the testimony of a defense witness for violating
         the rule of sequestration. See Fed. R. Evid. 615 (2018). We agree
         that the district court erred.
                                     1. MS. BRYANT
               The witness at issue was Tracy Bryant, the sister of
         Jerimaine, Quincy, and Curtis Bryant and a relative of several other
         defendants. She also happened to be the former girlfriend of a gov-
         ernment witness, Mr. Coakley, with whom she has five children.
                At the start of the trial, defense counsel invoked the rule of
         sequestration. And following an evidentiary hearing, the district
         court excluded the proffered testimony of Ms. Bryant for her vio-
         lation of the rule.
                Outside of the jury’s presence, Ms. Bryant explained that,
         prior to trial, the defense did not ask her to testify and she appar-
         ently had no interest in doing so. She did, however, want to ob-
         serve the trial. She showed up for voir dire but was placed in an
         overflow courtroom with a malfunctioning closed-circuit televi-
         sion, got bored, and left. She returned a second time, sat through
         some of Sgt. Kelly’s testimony, again got bored, and left. As rele-
         vant here, she heard no testimony about Mr. Johnson or his mur-
         der. But afterwards she received a call from a friend who told her
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         19-10332              Opinion of the Court                      57

         that Mr. Coakley had testified that Mr. Glass murdered Mr. John-
         son. This prompted her third visit to the trial, this time to watch
         Mr. Coakley testify, and she again left without hearing anything
         about Mr. Johnson. She then changed her mind about testifying.
         She decided she would testify and contacted the defense because
         she believed that Mr. Coakley had lied about Mr. Johnson’s mur-
         der.
                As she detailed in her proffered testimony, Ms. Bryant and
         Mr. Coakley had been in a relationship for about 11 years and had
         five children together. At the time of Mr. Johnson’s murder, she
         lived in the South Gwen Cherry complex with her grandmother,
         mother, two sisters, and of her two brothers, Jerimaine and Quincy
         Bryant.
                Ms. Bryant testified to where she and Mr. Coakley were on
         the night Mr. Johnson was killed. She explained that she and Mr.
         Coakley were together in bed watching a movie at her apartment
         on the night of the murder. She heard two sets of shots, sitting up
         for the first set and slouching for the second set. Mr. Coakley re-
         mained asleep during both sets of shots. She then went to the bal-
         cony, where she saw people running towards a clothing line but
         could not see Mr. Johnson. She returned and woke Mr. Coakley,
         who was sick with a stomach virus, to tell him of the shooting.
                Mr. Coakley ran out the front door wearing red shorts and
         socks, returning to put shoes on before going back out. Ms. Bryant
         followed him and went to the clothing line. She did not see Mr.
         Coakley, Mr. Glass, Curtis Bryant, or Quincy Bryant during the 10
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         58                         Opinion of the Court                       19-10332

         minutes she was there. When she returned home, Ms. Bryant
         found her brother Quincy on the couch. He did not appear to be
         out of breath, sweating, or to have exerted himself.
               According to Ms. Bryant, this series of events lasted 15
         minutes. She did not testify, however, as to where Mr. Coakley
         went or when he returned.
                               2. THE RULE OF SEQUESTRATION
                District courts have broad discretion to sequester witnesses
         before, during, and after their testimony. See Geders v. United States,
         425 U.S. 80, 87 (1976). At the time of trial, Rule 615 provided that,
         at a party’s request, a district court ā€œmust order witnesses excluded
         from the courtroom so that they cannot hear other witnesses’ tes-
         timony.ā€ 21
                 The two purposes of excluding prospective witnesses from
         trial are to prevent them from tailoring their testimony to that of
         earlier witnesses and to facilitate the exposure of false testimony
         and other credibility problems. See Geders, 425 U.S. at 87; Warren,
         578 F.2d at 1076; 29 Victor J. Gold, Fed. Prac. & Pro. Evid. § 6242
         (2d. ed. & June 2024 update). When counsel or a witness violates
         the rule of sequestration, the district court may (1) cite the guilty
         party for contempt; (2) allow opposing counsel to cross-examine

         21 Rule 615 was amended in December of 2023. The new Rule 615(a) operates

         only to exclude witnesses from the courtroom, while the new Rule 615(b) al-
         lows district courts to enter orders prohibiting disclosure of trial testimony to
         witnesses and/or prohibiting excluded witness from accessing the trial testi-
         mony.
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         19-10332                Opinion of the Court                         59

         the witness as to the nature of the violation; or (3) in the case of an
         intentional violation that results in actual prejudice, strike testi-
         mony already given or disallow further testimony. See United States
         v. Blasco, 702 F.2d 1315, 1327 (11th Cir. 1983).
                 A violation of the rule of sequestration does ā€œnot . . . require
         the automatic exclusion of testimony[.]ā€ United States v. Warren,
         578 F.2d 1058, 1076 (5th Cir. 1978). Excluding a witness’ testimony
         is a ā€œserious sanction.ā€ Id. at 1327. In all but the most egregious
         cases, cross-examination ordinarily has the ā€œcurative aspectā€ of em-
         powering the jury to evaluate the violating witness’ credibility. See
         United States v. Eyster, 948 F.2d 1196, 1211 (11th Cir. 1991). See also
         Holder v. United States, 150 U.S. 91, 92 (1893) (ā€œIf a witness disobeys
         the order of withdrawal, while he may be proceeded against for
         contempt, and his testimony is open to comment to the jury by
         reason of his conduct, he is not thereby disqualified, and the weight
         of authority is that he cannot be excluded on that ground, merely,
         although the right to exclude under particular circumstances may
         be supported as within the discretion of the trial court.ā€); United
         States v. Cropp, 127 F.3d 354, 363 (4th Cir. 1997) (ā€œBecause exclusion
         of a defense witness impinges upon the right to present a defense,
         we are quite hesitant to endorse the use of such an extreme rem-
         edy.ā€); United States v. Walker, 613 F.2d 1349, 1355 n.11 (5th Cir.
         1980) (ā€œfailure of a witness to comply with the sequestration rule
         does not of itself render his testimony inadmissibleā€). A district
         court ā€œordinarily will not exclude witnesses without a demonstra-
         tion of probable prejudice.ā€ Warren, 578 F.2d at 1076 n.16.
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         60                     Opinion of the Court                 19-10332

                The district court called Ms. Bryant’s conduct ā€œamong the
         more egregious violations of the [r]ule of [s]equestration.ā€ D.E.
         1227 at 32. Reviewing for abuse of discretion, we do not disturb
         the district court’s finding of a violation. We have held that a wit-
         ness violates a Rule 615 sequestration order by reading the testi-
         mony of other witnesses. See, e.g., United States v. Jimenez, 780 F.2d
         975, 980 n.7 (11th Cir. 1986) (ā€œReading prior trial testimony violates
         [a Rule 615] sequestration order.ā€). Being told of another witness’
         testimony is not too far removed from the reading of testimony.
                 Nevertheless, the district court erred in excluding Ms. Bry-
         ant as the remedy for the violation. As indicated earlier, ordinarily
         a district court will not exclude a witness absent a showing of prob-
         able prejudice to the other side. See Warren, 578 F.2d at 1076 n.16.
         The district court never made a finding that the government would
         likely suffer prejudice if Ms. Bryant were allowed to testify. Indeed,
         the government did not claim prejudice below and does not argue
         prejudice on appeal.
                                      3. PREJUDICE
               We now address whether Jerimaine Bryant and Mr. Glass
         were prejudiced by the district court’s error. As previously noted,
         Ms. Bryant would have testified as to where she and Mr. Coakley
         were on the night of Mr. Johnson’s murder—specifically that he
         was asleep wither her in bed when the shots rang out and that she
         woke Mr. Coakley to inform him. That testimony, if believed,
         would have undermined the testimony of Mr. Coakley that he wit-
         nessed Mr. Johnson’s murder.
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         19-10332               Opinion of the Court                        61

                Jerimaine Bryant argues that he would have received some
         general benefit from Ms. Bryant weakening Mr. Coakley’s overall
         credibility. But Jerimaine Bryant was not implicated in the murder
         of Mr. Johnson, and as a result his generalized allegations are insuf-
         ficient to establish the requisite prejudice. See, e.g., Warren, 578
         F.2d at 1076. He therefore has not shown prejudice from the ex-
         clusion of Ms. Bryant.
                 The person most affected by Ms. Bryant’s exclusion was Mr.
         Glass, whom Mr. Coakley explicitly incriminated in Mr. Johnson’s
         murder. But Mr. Coakley was not the only one to point the finger
         at Mr. Glass for the killing. Mr. Grimes testified that other DSBF
         members teased Mr. Glass about him murdering Mr. Johnson. Ms.
         Houser, a crack cocaine supplier for the DSBF and a cooperating
         witness, testified that she saw Mr. Glass shooting over a wall at Mr.
         Johnson. She also heard Quincy Bryant and Mr. Glass discussing
         the murder. Ms. Bryant’s testimony may have cast doubt on Mr.
         Coakley’s version of events, but it would not have impeached Mr.
         Grimes or Ms. Houser. Given this additional evidence about Mr.
         Glass killing Mr. Johnson, it is not apparent that the exclusion of
         Ms. Bryant’s testimony prejudiced Mr. Glass. See Untied State v. Ir-
         ving, 665 F.3d 1184, 1209–10 (10th Cir. 2011) (holding that the dis-
         trict court’s error in excluding a defense witness due to a violation
         of the sequestration rule was not prejudicial in part because there
         was ā€œsubstantial, independent evidenceā€ on the disputed issue at
         trial). But because we vacate all of the Count 1 RICO conspiracy
         convictions on another ground, we need not make any definitive
         pronouncements on prejudice to Mr. Glass.
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         62                     Opinion of the Court                19-10332

                      H. SGT. KELLY & AGENT PEREZ: PART 1
                The government tendered Sgt. Kelly and Agent Perez as lay
         witnesses who could provide certain opinions based upon their
         training and expertise. See, e.g., D.E. 1202 at 31. Messrs. Graham,
         Walker, and Hayes argue that the district court erred in permitting
         them to offer improper dual-capacity testimony as both lay and ex-
         pert witnesses.
                                 1. RULES 701 AND 702
                ā€œThe Federal Rules of Evidence distinguish between lay and
         expert opinion testimony.ā€ United States v. Gbenedio, 95 F.4th 1319,
         1332 (11th Cir. 2024). Rule 702 generally permits opinions by qual-
         ified experts based on ā€œscientific technical, or other specialized
         knowledge.ā€ Under Rule 701, lay opinion testimony must, among
         other things, be ā€œrationally based on the witness’[ ] perceptionā€ and
         cannot be ā€œbased on scientific, technical, or other specialized
         knowledge within the scope of Rule 702.ā€
                ā€œThe distinction sometimes blurs when [the] testimony is
         based on professional work.ā€ Gbenedio, 95 F.4th at 1332. For ex-
         ample, just ā€œbecause an expert could provide the type of testimony
         at issue, [that does not mean] a lay witness cannot.ā€ United States
         v. Novaton, 271 F.3d 968, 1008 (11th Cir. 2001) (applying pre-2000
         version of Rule 701). See Tampa Bay Shipbuilding & Repair Co. v.
         Cedar Shipping Co., 320 F.3d 1213, 1223 n.17 (11th Cir. 2003) (ex-
         plaining that Novaton remains good law after the 2000 amendment
         to Rule 701). Nor does ā€œthe lay opinion of a law enforcement offi-
         cial automatically become [ ] an expert opinion simply because it
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         19-10332               Opinion of the Court                         63

         involves knowledge that preexisted the investigation in the present
         case.ā€ United States v. Williams, 865 F.3d 1328, 1342 (11th Cir. 2017).
                 We ā€œexamine the basis of an opinion to determine whether
         it is lay or expert.ā€ Gbenedio, 95 F.4th at 1332. When a witness
         testifies in a dual capacity, i.e., as both a lay witness and an expert
         witness, the district court must ensure that the lay opinions satisfy
         Rule 701 and that the expert opinions satisfy Rule 702. ā€œ[P]roper
         lay testimony [can be] rendered improper by the indiscriminate
         merging of fact testimony with expert testimonyā€ while the wit-
         ness is ā€œon the . . . stand.ā€ United States v. Hawkins, 934 F.3d 1251,
         1266 (11th Cir. 2019) (holding that it was plain error to allow a po-
         lice officer to testify both as lay witness—on matters like his inter-
         pretation of drug codes and jargon—and as an expert witness—on
         matters like interpreting conversations and drawing inferences
         from them as a whole, describing how cocaine is ā€œcooked,ā€ and
         providing an overview of the evidence—without demarcation).
                Together, Sgt. Kelly and Agent Perez constituted an im-
         portant part of the government’s case. Sgt. Perez testified for three
         days and Agent Perez for nine. We discuss their testimony sepa-
         rately, starting with Sgt. Kelly.
                                      2. SGT. KELLY
                At the time of trial, Sgt. Kelly had been investigating gangs
         in Miami for five years. See D.E. 1032 at 25. She had attended three
         courses on gangs (basic, intermediate, and advanced) offered by the
         Florida Department of Law Enforcement and had taken classes on
         how to use social media for investigations. See D.E. 1203 at 42–43.
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         64                     Opinion of the Court                  19-10332

         And in the course of her work she had met with and talked to over
         50 gang members. See D.E. 1204 at 31. With respect to her inves-
         tigation of the DSBF, she conducted surveillance at the South
         Gwen Cherry complex, was involved in some controlled purchases
         of narcotics, used informants, reviewed surveillance videos from
         pole cameras, and engaged in a review of the defendants’ social me-
         dia activity. See, e.g., D.E. 1202 at 26–33.
                 During her direct examination, and without any objections,
         Sgt. Kelly testified about or opined on a number of subjects. These
         included the nicknames of some of the defendants (e.g., Mr. Gra-
         ham’s username on a social media account was ā€œG’Rico Long Live
         King Squeezerā€); the meaning of terms like ā€œ4-20ā€ (a marijuana spe-
         cial for $200 on April 20), ā€œcode redā€ (police in the area), ā€œtop-
         shottaā€ (a leader or someone who is on top), ā€œwhipā€ (a car), ā€œtrapā€
         (the place where narcotics are kept and sold), ā€œoppā€ (rival gang),
         ā€œjitt chargesā€ (juvenile charges), and ā€œbroomā€ (a gun); and the in-
         terpretation or meaning of certain gang signs. See D.E. 1203 at 14;
         D.E. 1202 at 47, 51, 53–54, 73, 76, 93–94, 99, 109, 114.
                The first defense objection under Rule 702 to Sgt. Kelly’s tes-
         timony was to a question about the meaning of the term ā€œcrabs.ā€
         See D.E. 1202 at 127–28. After the government went over Sgt.
         Kelly’s training and experience, the defense objected again on Rule
         702 grounds. See id. at 130. The district court overruled the objec-
         tion, explaining that ā€œit was up to the jury to decideā€ and that it was
         ā€œnot a gatekeeper in this area any longer. I think the rules have
         changed.ā€ Id. at 130–31. The district court then explained,
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         19-10332                  Opinion of the Court                             65

         however, that ā€œ[t]he question [was] whether [Sgt. Kelly’s] experi-
         ence qualifie[d] her to explain what certain words mean in this con-
         text, and I think that goes to the weight of it.ā€ Id. at 131.
                 After this exchange, Sgt. Kelly testified that ā€œcrabsā€ ā€œusually
         means Crips.ā€ She also explained that ā€œOTFā€ means ā€œonly the fam-
         ily.ā€ Id. at 132, 134. 22
                  With respect to Sgt. Kelly, we see no reversible dual-capacity
         error.
                First, aside from the two answers described above, Sgt.
         Kelly’s opinions on nicknames, the meaning of terms used by the
         defendants, and gang signs came in without any objections. That
         means we review the admission of those opinions for plain error,
         see United States v. Wetherald, 636 F.3d 1315, 1320 (11th Cir. 2011),
         and there is no error that is plain given our precedent permitting
         lay opinion testimony on similar subjects by law enforcement of-
         ficers with sufficient experience. See, e.g., Novaton, 271 F.3d at 1009
         (agents who monitored wiretaps testifying about code words);
         United States v. Jayyousi, 657 F.3d 1085, 1102 (11th Cir. 2011) (FBI
         agent testifying about code words, nicknames, references, and in-
         terpretations of calls and communications).
               Second, as to the two opinions to which objections were pre-
         served—that ā€œcrabsā€ ā€œusually means ā€˜Cripsā€™ā€ and that ā€œOTFā€


         22 There was also a defense objection when Sgt. Kelly was asked to opine about

         the meaning of the term ā€œjump.ā€ The objection was overruled, but Sgt. Kelly
         ultimately did not give an opinion. See D.E. 1202 at 100.
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         66                      Opinion of the Court                  19-10332

         means ā€œonly the familyā€ā€”we conclude that the district court ini-
         tially erred in stating that it did not have the role of gatekeeper. As
         our cases explain, the district court must ensure that expert testi-
         mony under Rule 702 does not come in under the guise of lay opin-
         ion testimony under Rule 701. See Hawkins, 934 F.3d at 1265–66.
         And in order to carry out this task, the district court must indeed
         act as a gatekeeper. Otherwise, dual-capacity opinion testimony
         may prove problematic. See, e.g., United States v. Dulcio, 441 F.3d
         1269, 1274 (11th Cir. 2006) (ā€œWe agree that it is error to admit opin-
         ion testimony of lay witnesses based upon specialized knowledge,
         such as [testimony by an agent on the modus operandi of people
         involved in the drug business].ā€).
                 Nevertheless, the district court also explained that the ques-
         tion was whether Sgt. Kelly, by virtue of her experience, could pro-
         vide a lay opinion on a given subject. And given her experience in
         gang investigations, her work in this case, and her review of the
         defendants’ voluminous social media activity, allowing Sgt. Kelly
         to opine on the meaning of ā€œcrabsā€ and ā€œOTFā€ was not an abuse of
         discretion. See, e.g., United States v. Wall, 116 F.4th 1285, 1308 (11th
         Cir. 2024) (case agents did not violate Hawkins by providing ā€œper-
         missible factual or lay opinion testimony tied to the specifics of
         their investigationā€); Gbenedio, 95 F.4th at 1333 (DEA agent allowed
         to opine, based on his personal observations, that the defendant
         dispensed controlled substances without a legitimate medical pur-
         pose and outside the normal course of practice). And even if there
         was any error, we fail to see how the defendants suffered any prej-
         udice from two opinions on relatively non-important matters.
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         19-10332               Opinion of the Court                         67

                                    3. AGENT PEREZ
               We now turn to Agent Perez. As with Sgt. Kelly, we will
         focus on the specific testimony that the defendants challenge on
         appeal.
                 At the time of trial, Agent Perez was a special agent in the
         ATF’s Miami field office. He had served as an agent for eight years
         and focused on investigating violent crimes, such as robberies,
         gang activity, arsons, and explosives. He was the case agent, which
         meant that he coordinated the various local and federal investiga-
         tory resources. He also executed many of the search warrants used
         in this case. See D.E. 1114 at 132–34.
                Much like Sgt. Kelly, the vast majority of Agent Perez’s tes-
         timony complained of by the defendants on appeal came in with-
         out objection. For instance, Mr. Graham argues on appeal that
         Agent Perez provided certain testimony based on his ā€œtraining and
         experienceā€ that amounted to improper expert testimony. See R.
         Graham Br. at 13 (providing a string cite to Agent Perez’s testi-
         mony). But based on our review of Mr. Graham’s record cites, and
         those provided by Messrs. Walker and Graham, we conclude that
         they failed to raise contemporaneous Rule 702 objections. In fact,
         in most instances the defendants did not object at all. See, e.g., D.E.
         1114 at 177 (ā€œQ: Based on your training and experience and inves-
         tigation in this case, what does the phrase ā€˜BLATT’ mean? A: It’s
         also associated with the Blood gang.ā€); id. at 201 (ā€œQ: Are you fa-
         miliar with the phrase ā€˜Blood in and Blood out’? Do you know
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         68                      Opinion of the Court                  19-10332

         what that means? A: I do, yes. Q: And what does it mean? A: It
         means that you are a Blood from birth, always.ā€).
               Given the lack of contemporaneous objections on Rule 702
         grounds, we review for plain error. See Wetherald, 636 F.3d at 1320.
         As with Sgt. Kelly, we find no plain error in the district court allow-
         ing Agent Perez to testify about the meaning of terms, code words,
         and other gang-related phrases and actions. That is because our
         precedent allows testimony very close to what Agent Perez pro-
         vided. See, e.g., Wall, 116 F.4th at 1308; Jayyousi, 657 F.3d at 1102;
         Novaton, 271 F.3d at 1009.
                   The only preserved Rule 702 objection was to Agent Perez’s
         testimony explaining why the word ā€œCrazyā€ was spelled with a ā€œBā€
         instead of a ā€œC.ā€ See D.E. 1217 at 85–86 (ā€œA: That’s Brazzy. Q: [I]n
         the course of this investigation, have you seen . . . the letter B sub-
         stituted for the letter C? A: I have. Q: And why is that? A: It’s a
         reference to the Bloods and not wanting the use the word C be-
         cause it refers to Crips. [Defense counsel]: Objection, Your Honor
         . . . it’s calling for his opinion that is not just a lay opinion, but a
         specialized opinion which he’s not qualified for at this point.ā€).
                 But the district court in effect sustained that objection by re-
         quiring Agent Perez to clarify whether, in the course of his investi-
         gation, he had seen the defendants switch the letter ā€œBā€ for ā€œC.ā€
         See id. After confirming that he had, the government then asked
         him whether the defendants had a ā€œcommon association.ā€ Agent
         Perez responded, ā€œ[y]es . . . [t]hey all subscribe to the Blood gang.ā€
         Id. at 86. The defendants’ objection to the latter answer was that
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         19-10332                Opinion of the Court                          69

         Agent Perez improperly drew a ā€œconclusion that is not . . . for him
         to make at this point.ā€ Id. at 87. The district court overruled that
         objection and the testimony continued without further reference
         to the previously-objected-to ā€œspecializedā€ testimony. We con-
         clude the testimony was permissible because it was based on Agent
         Perez’s investigation in this case. See, e.g., Novaton, 271 F.3d at 1009.
                In sum, we find no reversible error in the district court’s de-
         cision to allow Sgt. Kelly and Agent Perez to testify about the de-
         fendants’ association with the Bloods and the meaning of certain
         terms and gang-related code words.
                         I. SGT. KELLY & AGENT PEREZ: PART 2
                Mr. Hayes raises another plain-error challenge to the testi-
         mony of Sgt. Kelly and Agent Perez. He argues that they offered
         impermissible expert conclusions on the ultimate issue of whether
         there was a RICO enterprise by referring to the defendants collec-
         tively as a ā€œgangā€ or an ā€œorganization.ā€ See S. Hayes Br. at 10–11.
                 This argument is misplaced. Even assuming that Sgt. Kelly
         and Agent Perez provided Rule 702 testimony, experts may testify
         on ultimate issues so long as they do not opine on the defendants’
         mental state or condition in a criminal case. See Fed. R. Evid.
         704(b). See also United States v. Gryzbowicz, 747 F.3d 1296, 1310
         (11th Cir. 2014) (ā€œ[A]n expert may testify as to his opinion on an
         ultimate issue of fact provided that he does not merely tell the jury
         what result to reach or testify to the legal implications of conduct.ā€)
         (citation and internal quotation marks omitted). Because the exist-
         ence of an enterprise is not a matter involving scienter, see Boyle v.
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         70                     Opinion of the Court                 19-10332

         United States, 556 U.S. 938, 944–45 (2009) (laying out the ā€œbroadā€
         understanding of a RICO enterprise), there was no plain error.
                        J. SGT. KELLY & AGENT PEREZ: PART 3
                Curtis Bryant challenges some of the testimony of Sgt. Kelly
         and Agent Perez on separate and unrelated grounds. He argues
         that there was no evidence that the social media account attributed
         to him in fact belonged to him. But this is simply not correct. The
         account, belonging to ā€œSnow Bryant,ā€ shared his last name and in-
         cluded multiple photographs of him (several of which were selfies).
         In the comments to one of the account’s posts, another user ad-
         dressed ā€œSnowā€ as ā€œCurtā€ and ā€œCurtis.ā€ See Gov’t Exh. 306 at 6972,
         6993–95, 7015, 7065. Accordingly, there was sufficient evidence
         that the account more likely than not belonged to Curtis Bryant.
         See Fed. R. Evid. 104(b).
                 In addition, Curtis Bryant contends that the district court
         should have excluded this social media evidence under Rule 403 as
         irrelevant and unfairly prejudicial. ā€œRule 403 ā€˜is an extraordinary
         remedy which the district court should invoke sparingly, and the
         balance should be struck in favor of admissibility.’ . . . The balance
         to be struck is largely committed to the discretion of the district
         court[.]ā€ United States v. Lopez, 649 F.3d 1222, 1247 (11th Cir. 2011)
         (citation omitted).
                As the government correctly points out, the account in ques-
         tion contained a significant amount of relevant information. For
         example, on multiple occasions the owner used the hashtag
         ā€œGMT,ā€ an alternative acronym for the DSBF, and posted pictures
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         19-10332                Opinion of the Court                          71

         of Mr. Hallman, a rival gang member, including one of him in a
         casket at his funeral. This was significant because Mr. Coakley of-
         fered testimony from which the jury could find that Curtis Bryant
         killed Mr. Hallman. So did Ms. Houser.
                The social media evidence therefore suggested gang affilia-
         tion and further tied Curtis Bryant to the homicide of a rival gang
         member. This evidence was certainly prejudicial to Curtis Bryant,
         but not in a legally unfair way. On this record, we cannot say that
         any such prejudice substantially outweighed its probative value.
         Accordingly, the district court did not abuse its discretion in admit-
         ting evidence of the ā€œSnow Bryantā€ social media account.
                                V. THE DEFENSE EXPERT
                The district court excluded all of the testimony of a defense
         gang expert, Dr. Jesse de la Cruz. The defendants challenge his ex-
         clusion on appeal.
                 We review rulings on the admissibility of expert testimony
         under the abuse of discretion standard. See Kumho Tire Co., Ltd. v.
         Carmichael, 526 U.S. 137, 152 (1999). This deferential standard gives
         the district court ā€œā€˜considerable leewayā€™ā€ in making its evidentiary
         determinations. See Frazier, 387 F.3d at 1258 (quoting Kumho Tire,
         526 U.S. at 152). We may affirm an evidentiary ruling on any
         ground supported by the record, even if that ground was not the
         basis for the district court’s ruling. See In re Int’l Management Assocs.
         LLC, 781 F.3d 1262, 1266 (11th Cir. 2015). See also Samaan v. St. Jo-
         seph Hosp., 670 F.3d 21, 31 n.4 (1st Cir. 2012) (applying this principle
         to the exclusion of expert testimony).
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         72                      Opinion of the Court                   19-10332

                Before summarizing Dr. de la Cruz’s proposed testimony, we
         describe the evidence presented by the government about the
         DSBF and its affiliation or connection with the Bloods. That evi-
         dence will explain the relevance of Dr. de la Cruz’s testimony.
               A. THE GOVERNMENT’S GANG AND BLOODS EVIDENCE
                Count 1 of the indictment charged the defendants with be-
         ing members of a RICO conspiracy in violation of 18 U.S.C. §
         1962(d). The defendants, according to the government, were part
         of the DSBF, a criminal gang (an enterprise) which trafficked in
         narcotics and committed other crimes (like robbery and murder)
         from 2000 through 2017 out of the South Gwen Cherry complex.
         See D.E. 193 at 2–8.
                 In its case in chief, the government presented the expert tes-
         timony of FBI Special Agent Christopher Mayo. As relevant here,
         he testified that (1) ā€œan open air drug marketā€ is a place where drug
         transactions take place outdoors; (2) in South Florida most gangs
         are community-based, operate by themselves in a geographic area,
         and are made up of members who grew up in a certain area; (3)
         ā€œtypicallyā€ there aren’t ā€œnationally-based gangsā€; (4) drug organiza-
         tions usually sell narcotics at retail from a location, or ā€œtrap;ā€ (5)
         drug organizations have individuals performing different functions
         (e.g., suppliers, lieutenants, sellers, lookouts, etc.); (6) drug organi-
         zations also have workers who handle weapons (like firearms) and
         are in charge of security ā€œin case they’re robbed by rival gang mem-
         bers or other drug traffickers;ā€ (7) drug organizations utilize people
         who will conduct robberies (e.g., of other drug organizations) or
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         19-10332               Opinion of the Court                        73

         commit homicides; (8) cocaine is a powder and is trafficked from
         Ecuador through go-fast vessels in the Eastern Pacific and Carib-
         bean, into Mexico and/or the United States; (9) cocaine is cooked
         with baking soda and water to form cocaine base in a rock-like
         form; (10) marijuana is grown in South Florida in grow houses and
         is also imported from Mexico and places like Colorado; and (11)
         the slang term ā€œdubā€ refers to 20, as in a ā€œ20 piece of cocaine or $20
         worth of marijuana.ā€ See D.E. 1215 at 95–108.
                Agent Mayo was not asked about the Bloods, or about
         whether the defendants were in a gang that considered itself a
         Bloods gang. Other government witnesses, however, testified ex-
         tensively about how the DSBF identified itself and considered itself
         as a Bloods gang.
                 Sgt. Kelly provided testimony about the Bloods and its con-
         nection to the DSBF. She testified that ā€œ[t]his gang [the DSBF] iden-
         tifies themselves as the Bloods.ā€ D.E. 1202 at 75. She also explained
         that a defendant wearing a red bandana was ā€œan indication for
         Blood[s]ā€ and showed gang members ā€œidentifying themselves as
         Blood[s] members.ā€ Id. at 96–97. In her experience, the Bloods
         wear red ā€œmost of the time,ā€ but ā€œnot all the time.ā€ D.E. 1203 at
         37, 39. When asked about ā€œTone Bleedin Red,ā€ the Facebook name
         of Mr. Glass, she responded that the name meant ā€œ[t]hat he’s a
         Blood, that he’s bleeding red for Blood.ā€ D.E. 1202 at 99. Similarly,
         she reviewed a photograph of Jerimaine Bryant and told the jury
         that he was making a ā€œBloodā€ sign. See D.E. 1203 at 52 (ā€œUsually
         people that associate themselves with the Bloods . . . they throw
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         74                     Opinion of the Court                  19-10332

         that gang sign.ā€). She said that the ā€œBloodsā€ and ā€œCripsā€ are ā€œri-
         vals.ā€ D.E. 1202 at 132.
                In relatively lengthy exchange with the government, Sgt.
         Kelly also testified that (1) in South Florida the number one factor
         to determine gang membership are the ā€œred bandanas;ā€ (2) the two
         main gang criteria she looks for are ā€œthe colors, the red, [and] the
         hand signs they [are] throwing;ā€ and (3) other criteria are ā€œ[h]ow
         they [the members] call themselves as a group,ā€ and whether a per-
         son identifies as a memberā€”ā€œQ: What do you think about some-
         one who claims that they’re a Blood? A: If they say that, it’s because
         they’re Bloods and we usually document it as Blood[s] members.ā€
         D.E. 1204 at 29–31. See also D.E. 1202 at 96–97 (ā€œQ: [W]hat is the
         significance of the red bandana? A: That’s significance [sic] that
         they [are] actually Blood, that they [are] part of a gang, that they’re
         identifying themselves as Blood members.ā€).
               Significantly, Sgt. Kelly also testified about the ā€œconnectionā€
         between the DSBF and the national Bloods gang. In her opinion,
         the DSBF was ā€œa subsetā€ of the Bloods. See D.E. 1202 at 120.
                Like Sgt. Kelly, Agent Perez testified about the affiliation of
         the DSBF with the Bloods. He explained that the members of the
         defendants’ gang ā€œall subscribe to the Blood gang.ā€ D.E. 1217 at
         86. He also said that certain words and phrases used by the defend-
         ants (and their spellings) were references to the Bloods or their
         code. See, e.g., D.E. 1218 at 71–75. For example, he told the jury
         that ā€œbased on [his] training and experienceā€ the use of the word
         ā€œblattā€ in some of the defendants’ social media posts was
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         19-10332               Opinion of the Court                         75

         ā€œassociated with the gang of the Bloods.ā€ D.E. 1220 at 91. See also
         D.E. 1219 at 78 (identifying an exhibit as a ā€œphotograph of
         Jerimaine Bryant displaying the hand sign for Bloodsā€).
                The government’s evidence about the Bloods gang and its
         connection to the DSBF was not limited to the testimony of law
         enforcement officials. Two cooperating witnesses—Messrs.
         Grimes and Coakley—also testified that the defendants’ gang was
         affiliated with the Bloods. Mr. Grimes told the jury that the DSBF
         was a ā€œBlood gangā€ which used an initiation ritual (a 31-second
         beatdown) that ā€œcame from Blood like Blood code,ā€ and explained
         that the members considered themselves East-side Bloods because
         they were on the east coast. See D.E. 1204 at 160–61, 165, 168. Mr.
         Coakley confirmed the DSBF’s affiliation with the Bloods gang. See
         D.E. 1205 at 45, 179, 193. In addition, there was testimony by other
         government witnesses about the defendants’ social media posts,
         which frequently referenced the defendants’ Bloods membership.
         See D.E. 1219 at 39, 68, 75, 77–78, 83–84; D.E. 1221 at 3, 6, 8, 10–12,
         14.
                                  B. DR. DE LA CRUZ
               Dr. de la Cruz holds a bachelor’s degree in Sociology with a
         minor in Deviant Behavior, as well as a master’s degree in Social
         Work. See D.E. 1221 at 85. He was a gang member in California in
         the 1970s and wrote his dissertation about gang members from
         Stockton who were aligned with the ā€œNorteƱos.ā€ See id. at 85–87.
         He also interacted with members of the Bloods during his own in-
         carceration and during his stint as the director of a program dealing
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         76                     Opinion of the Court                19-10332

         with parolees who had a high-risk of recidivism. See id. at 99–102.
         He has been qualified to testify as an expert on gang-related matters
         over 60 times in state and federal courts, and he has served as an
         expert consultant in over 500 other cases. See id. at 102–04. The
         defendants wanted to call him as a gang expert to explain that the
         defendants were not members of the Bloods or of a gang and there-
         fore did not constitute a criminal enterprise. See id. at 60–61, 67.
                 In his testimonial proffer outside of the jury’s presence, Dr.
         de la Cruz provided the following opinions after reviewing some of
         the trial testimony and exhibits: (1) gangs, including the Bloods and
         the Crips, generally have rules; (2) gangs have leaders and gang
         members commit crimes for the benefit of the organization; (3)
         profits are managed by a treasurer; (4) most gangs do not allow
         members to use drugs, and sometimes punish drug use with death;
         (5) gangs do not allow members to assault or kill other members
         without permission; and (6) the defendants were not a gang or
         criminal enterprise because (a) they were a ā€œbunch of yahoos run-
         ning around . . . breaking the law with no sense of direction, with
         no leadership direction,ā€ (b) they used drugs, which was incon-
         sistent with the behavior of those in criminal enterprises, (c) they
         did not get together for meetings to discuss the organization’s busi-
         ness, (d) they were ā€œshooting each other indiscriminately,ā€ and (e)
         they did not kill rivals. See id. at 90–98. He also opined that the
         defendants were ā€œnot Bloodsā€ because they wore blue instead of
         red, they attacked each other, and they talked to the police. See id.
         at 102-08. In sum, the defendants did ā€œnot meet one of the ele-
         ments of a criminal enterprise[.]ā€ Id. at 108.
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         19-10332                   Opinion of the Court                               77

                During cross-examination in the proffer session, Dr. de la
         Cruz acknowledged that he was talking about the Bloods in gen-
         eral. He maintained that all of the Bloods gangs were connected
         under the ā€œPeople Nationā€ or ā€œFolk Nationā€ umbrella, but he had
         not interviewed any members of the Bloods outside of California
         or New York/Pennsylvania. See id. at 118–19.
                                        C. DISCUSSION
                The district court excluded all of Dr. de la Cruz’s testimony
         on three grounds. First, it ruled that his testimony was not relevant
         because the government had not tried to connect the DSBF to the
         national Bloods gang. Second, it believed that one of Dr. de la
         Cruz’s opinions went to the ultimate issue in the case (i.e., whether
         the defendants formed a criminal enterprise) and thus was not
         properly ā€œthe subject of expert testimony.ā€ Third, it concluded that
         Dr. de la Cruz was not an ā€œexpert in th[e] areaā€ of criminal enter-
         prises and was not offered as an expert in that area. See D.E. 1221
         at 1224–26. 23
               All three grounds were mistaken on either the facts, the law,
         or both. We explain why below.
                                          1. RELEVANCE
               Starting with relevance, the district court seems to have
         simply overlooked or misunderstood the government’s Bloods-


         23 The district court did not exclude Dr. de la Cruz under the qualification or

         reliability aspects of Daubert v. Merrell Dow Pharms., Inc., 509 U.S. 579 (1993),
         or its progeny.
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         78                     Opinion of the Court                 19-10332

         related evidence. As detailed above, the government presented
         considerable testimony from a number of witnesses—including
         Sgt. Kelly, Agent Perez, and former DSBF members—about the
         DSBF being a Bloods gang or a Bloods-affiliated gang and the de-
         fendants using Bloods nicknames, terms, and signs. If the govern-
         ment thought that Bloods-related evidence was irrelevant, it would
         not have presented this evidence for the jury to consider.
                Evidence is relevant if it has ā€œany tendency to make a fact
         more or less probable than it would be without the evidence; and
         the fact is of consequence in determining the action.ā€ Fed. R. Evid.
         401. We have explained that ā€œ[t]he standard for what consti-
         tutes relevant evidence is a low one,ā€ United States v. Tinoco, 304
         F.3d 1088, 1120 (11th Cir. 2002) (quoting Fed. R. Evid. 401), and
         given the government’s Bloods-related evidence Dr. de la Cruz’s
         testimony certainly met that bar. Accord Roger C. Park & Aviva
         Orenstein, Trial Objections Handbook 2d § 2:1 (2023) (ā€œRule 401
         adopts a very broad concept of relevance.ā€).
                ā€œIn the law, what’s sauce for the goose is normally sauce for
         the gander,ā€ and we ā€œhave applied this commonsense principle of
         equal treatment in the context of expert witnesses.ā€ United States
         v. Knowles, 889 F.3d 1251, 1257–58 (11th Cir. 2018). It is therefore
         ā€œan abuse of discretion to exclude the otherwise admissible opinion
         of a party’s expert on a critical issue, while allowing the opinion of
         his adversary’s expert on the same issue.ā€ United States v. Lankford,
         955 F.2d 1545, 1552 (11th Cir. 1993).
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         19-10332               Opinion of the Court                         79

                This principle, we think, also applies when the defense wants
         to present expert testimony to counter factual testimony and/or
         lay opinions offered by government witnesses. Where the govern-
         ment presents evidence to support a certain theory, a defendant is
         entitled to rebut that theory with evidence of his own. See, e.g.,
         United States v. Word, 129 F.3d 1209, 1212–13 (11th Cir. 1997) (revers-
         ing conviction because the defendant ā€œwas not afforded the oppor-
         tunity to present evidence to counter the government’s argument,ā€
         as the government’s ā€œtrial strategy made this defense evidence
         highly significantā€). Moreover, expert testimony can be used to
         counter an opponent’s fact or lay opinion testimony. See, e.g., Panger
         v. Duluth, Winnipeg & Pac. Ry. Co., 490 F.2d 1112, 1117 (8th Cir. 1974)
         (explaining that, where the plaintiff offered a lay opinion in his own
         testimony, ā€œthe defendant should have been accorded the right to
         counter that evidence with either factual evidence of its own or
         properly proffered expert testimonyā€).
                 The defendants were charged in Count 1 with participating
         in a RICO conspiracy in which their criminal gang (the DSBF) was
         the alleged enterprise. Dr. de la Cruz’s testimony about gangs (and
         the Bloods) would have been helpful to the jury in determining (a)
         whether the defendants were part of a criminal gang and (b)
         whether the gang constituted the enterprise alleged in the charged
         RICO conspiracy.
                ā€œRule 702 . . . requires that the evidence or testimony ā€˜assist
         the trier of fact to understand the evidence or to determine a fact
         in issue[,]’ [and] [t]his condition goes primarily to relevance.ā€
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         80                      Opinion of the Court                   19-10332

         Daubert, 509 U.S. at 591. The topics of gangs, gang membership,
         and gang affiliation are not matters within the ā€œcommon
         knowledge of [lay] jurors.ā€ Evans v. Mathis Funeral Homes, Inc., 996
         F.2d 266, 268 (11th Cir. 1993). Other circuits have allowed the sort
         of expert opinions that Dr. de la Cruz sought to offer, and we think
         their decisions are persuasive on this point. See, e.g., United States v.
         Portillo, 969 F.3d 144, 169 (5th Cir. 2020) (upholding district court’s
         decision to allow a government expert to testify about the Bandidos
         Outlaw gang, which was the charged enterprise in a RICO case:
         ā€œLikewise, the district court did not abuse its discretion in conclud-
         ing that Schuster’s testimony [about the Bandidos Outlaws] would
         be helpful to the jury.ā€); United States v. Kamahele, 748 F.3d 984, 999
         (10th Cir. 2014) (ā€œThe district court allowed Officer Merino’s testi-
         mony after finding that it helped the jury by providing insights into
         the distinctive traits of TCG [the alleged gang], a topic beyond the
         knowledge of most jurors. This ruling fell within the district
         court’s discretion[.]ā€). Moreover, that Dr. de la Cruz’s testimony
         focused in part on the national Bloods gang did not render his opin-
         ions about the defendants or the DSBF irrelevant or otherwise im-
         proper. See United States v. Ledbetter, 929 F.3d 338, 349 (6th Cir. 2019)
         (ā€œDetective Caffey would not have been a reliable expert on the
         Short North Posse itself. But he did not purport to be. Detective
         Caffey opined about the national Crips gang, on which he was qual-
         ified, and the Government used other testimony to show that the
         Short North Posse fit the description of a Crip set. This exact ap-
         proach—eliciting expert testimony on a national gang and
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         19-10332               Opinion of the Court                        81

         separately drawing a link to the local set—was approved of [by us
         in an earlier case].ā€).
                 Dr. de la Cruz’s testimony also did not improperly go to an
         ultimate issue in the case. As we explained earlier, with the excep-
         tion of testimony on the mental state or condition of a defendant
         in a criminal case, there is no categorical prohibition on expert tes-
         timony concerning an ultimate issue of fact: except as provided in
         subsection (b) of Rule 704, ā€œ[a]n opinion is not objectionable just
         because it embraces an ultimate issue.ā€ Fed. R. Evid. 704(a). As a
         result, ā€œthe mere fact that an expert’s conclusion trenches upon a
         jury issue does not compel exclusionā€ because Rule 704 ā€œabolishes
         the per se rule against testimony regarding ultimate issues of fact.ā€
         United States v. Milton, 555 F.2d 1198, 1203 (5th Cir. 1977) (holding
         that, in a criminal prosecution for conducting an illegal gambling
         business, a government expert’s testimony that certain transactions
         constituted ā€œlay off betsā€ was admissible).
                In the government’s view, Dr. de la Cruz’s testimony was
         ā€œakin to Pat Riley [the former head coach for the Lakers, Knicks,
         and Heat] asserting that a group from a YMCA recreational league
         did not constitute a ā€˜basketball team’ because, in his decades of
         NBA experience, a team required players drafted from top college
         programs, paid millions of dollars, and . . . practiced multiple days
         a week.ā€ Appellee’s Br. at 56. But that hypothetical does not quite
         fit.
              The proper question is not, as the government suggests,
         whether Mr. Riley would have been allowed to testify that a YMCA
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         82                      Opinion of the Court                  19-10332

         team playing a pickup game is a not team in the sense of the rules
         of basketball, but whether he would have been allowed to testify
         that such a team—which can change players every day or week and
         may not have any collective continuity or goal over a period of
         time—is not an enterprise with relationships among its members
         (the changing players) and a longevity sufficient to pursue a given
         common purpose. One of the instructions provided to the jury
         explained that a RICO enterprise, ā€œin addition to having a common
         purpose, must have personnel who function as a continuing unit,ā€
         and that ā€œan association of individuals may retain its status as an
         enterprise even though the membership of the association changes
         by adding or losing individuals during the course of its existence.ā€
         D.E. 725 at 19.
                          2. THE EXISTENCE OF AN ENTERPRISE
                In addition, Dr. de la Cruz’s testimony did not amount to an
         improper legal conclusion. One of the factual issues the jury was
         asked to decide was whether the defendants agreed (i.e., conspired)
         to participate in a racketeering enterprise. See D.E. 725 at 17–18.
         To that end, the district court gave the jury a definition of a RICO
         enterprise. See id. at 19.
                 As a number of our sister circuits have explained, the ā€œexist-
         ence vel non of a RICO enterprise is a question of fact for the jury.ā€
         United States v. Console, 13 F.3d 641, 650 (3d Cir. 1993). Accord United
         States v. Sanders, 928 F.2d 940, 943 (10th Cir. 1991) (explaining that,
         in a RICO prosecution, ā€œ[t]he issues of ongoing organization, con-
         tinuing membership and an enterprise existing apart from the
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         19-10332                Opinion of the Court                         83

         underlying pattern of racketeering are factual questions for the
         juryā€); United States v. DeFries, 129 F.3d 1293, 1310 n.9 (D.C. Cir.
         1997) (ā€œTo the extent that the government argues that whether the
         two unions constituted a single enterprise is a matter of law, it is
         mistaken.ā€). Dr. de la Cruz’s opinion that the defendants and their
         gang—the DSBF—were not a criminal enterprise therefore did not
         constitute an impermissible opinion on a legal issue. See also United
         States v. Weinstein, 762 F.2d 1522, 1535–39 (11th Cir. 1985) (analyzing
         the existence of a RICO enterprise as a fact question for the jury).
                Indeed, because the existence of an enterprise is an element
         of a substantive RICO offense under 18 U.S.C. § 1962(c), see United
         States v. Phillips, 664 F.2d 971, 1011 (5th Cir. Unit B 1981), it is the
         jury which must decide whether an enterprise has been proven be-
         yond a reasonable doubt. See United States v. Turkette, 452 U.S. 576,
         583 (1981) (ā€œIn order to secure a conviction under RICO, the Gov-
         ernment must prove both the existence of an ā€˜enterprise’ and the
         connected ā€˜pattern of racketeering activity.’ . . . The existence of an
         enterprise remains a separate element which must be proved by
         the Government.ā€); 11th Cir. Crim. Pattern Jury Instructions, Of-
         fense Instruction 75.1 for 18 U.S.C. § 1962(c) (to convict a defend-
         ant of a § 1962(c) offense the jury must find beyond a reasonable
         doubt that, among other things, the defendant ā€œwas associated
         with an enterpriseā€ and that the ā€œenterprise was involved in or af-
         fected interstate commerceā€); 2B Kevin F. O’Malley et al., Federal
         Jury Practice & Instructions § 56:03 (6th ed. & Feb. 2024 update)
         (instruction for 18 U.S.C. § 1962(c): ā€œIn order to sustain its burden
         of proof for the crime of participating in the affairs of an interstate
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         84                     Opinion of the Court                  19-10332

         enterprise through a pattern of racketeering activity as charged in
         Count __ of the indictment, the Government must prove the fol-
         lowing five (5) essential elements beyond a reasonable doubt. One:
         An enterprise, as described in the indictment, existed on or about
         the time alleged in the indictment . . . .ā€). Dr. de la Cruz’s testi-
         mony was relevant.
                In his partial dissent, Judge Brasher suggests that Dr. de la
         Cruz’s testimony regarding the typical characteristics of criminal
         enterprises impermissibly went to a question of law—the definition
         of the statutory term enterprise under RICO. We disagree. Just
         because an element of an offense has a legal definition (or pre-
         scribed legal parameters) does not mean that it is transformed into
         a question of law. For example, the terms actual and constructive
         possession have legal definitions, but in a narcotics prosecution un-
         der 21 U.S.C. § 841(a)(1) the jury must decide, as a factual matter,
         whether the defendant possessed a controlled substance. See, e.g.,
         United States v. Woodward, 531 F.3d 1352, 1360–61 (11th Cir. 2008).
         Similarly, the term scheme to defraud has a legal definition, but in
         a prosecution for mail fraud under 18 U.S.C. § 1341 it is the jury
         which must determine, as a factual matter, whether the defendant
         engaged in a scheme to defraud. See, e.g., United States v. Giarratano,
         622 F.2d 153, 155–56 (5th Cir. 1980). Indeed, as described above,
         courts around the country allow testimony regarding gangs in
         RICO cases. See, e.g., Portillo, 969 F.3d at 169; Kamahele, 748 F.3d at
         999; Ledbetter, 929 F.3d at 349.
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         19-10332                Opinion of the Court                           85

                Dr. de la Cruz was therefore entitled to testify regarding
         what he believed to be the typical characteristics of a gang or crim-
         inal enterprise. And even if the district court could have permissi-
         bly excluded some of Dr. de la Cruz’s opinions, wholesale exclu-
         sion of the testimony regarding gang characteristics was an abuse
         of discretion, especially given the government’s extensive testi-
         mony on this very issue.
                  3. 18 U.S.C. § 1962(d) AND ENTERPRISE EVIDENCE
                 We pause for a moment here to note that several circuits
         have held that the existence of an enterprise is not an element of a
         § 1962(d) conspiracy. See, e.g., United States v. Rich, 14 F.4th 489, 492–
         94 (6th Cir. 2021) (citing similar cases from the Second, Ninth, and
         Tenth Circuits). But others have come to a different conclusion.
         See, e.g., United States v. Olson, 450 F.3d 655, 663–64 (7th Cir. 2006).
                 Some of our decisions suggest the that the existence of an
         enterprise is not an element of a § 1962(d) offense. See, e.g., United
         States v. Starret, 55 F.3d 1525, 1543 (11th Cir. 1995) (ā€œTo establish a
         RICO conspiracy violation under 18 U.S.C. § 1962(d), the govern-
         ment must prove that the defendants ā€˜objectively manifested,
         through words or actions, an agreement to participate in the con-
         duct of the affairs of the enterprise through the commission of two
         or more predicate crimes.ā€™ā€) (citation omitted). But one of our
         early cases points in a different direction. In Phillips, 664 F.2d at
         1011, the panel explained that a substantive RICO violation under
         § 1962(c) has ā€œthe following elements: (1) the existence of an en-
         terprise which affects interstate or foreign commerce; (2) that the
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         86                         Opinion of the Court                       19-10332

         defendant ā€˜associated with’ the enterprise; (3) that the defendants
         participated in the conduct of the enterprise’s affairs; and (4) that
         the participation was through a pattern of racketeering activity,
         i.e., by committing at least two of the racketeering activity desig-
         nated in 18 U.S.C. § 1961(1).ā€ Then the panel stated that ā€œ[p]roof
         of a RICO conspiracy charge requires that the government prove
         the additional element of an agreement.ā€ Id. at 1012 (emphasis
         added). By using the word ā€œadditional,ā€ the panel in Phillips sug-
         gested that the existence of an enterprise—an element of a sub-
         stantive RICO violation—is also an element of a RICO conspir-
         acy. 24
                Our reading of Phillips is supported by other Eleventh Cir-
         cuit cases. In United States v. Gonzalez, 921 F.2d 1530, 1546 (11th Cir.
         1991), we said that, ā€œ[i]n addition to predicate crimes, a RICO con-
         spiracy charge requires proof of an enterprise, of the continuing
         racketeering activity, and of the defendant’s knowledge of, agree-
         ment to, and participation in the conspiracy.ā€ See also United States
         v. Weismann, 899 F.2d 1111, 1115–16 (11th Cir. 1990) (reversing
         RICO conspiracy conviction under § 1962(d) because the district
         court improperly changed the enterprise charged in the indict-
         ment); United States v. Young, 906 F.2d 615, 618 (11th Cir. 1990) (ā€œThe
         issues are as follows: (1) whether the government presented


         24 As a Unit B decision of the Former Fifth Circuit, Phillips constitutes binding
         precedent under Stein v. Reynolds Securities, Inc., 667 F.2d 33, 34 (11th Cir.
         1982).
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         19-10332               Opinion of the Court                        87

         sufficient evidence (a) to establish the existence of an enterprise for
         the purposes of a RICO conspiracy . . . .ā€).
                We need not definitively decide today whether the existence
         of an enterprise is an element of a RICO conspiracy under
         § 1962(d). First, the government does not raise the issue. Second,
         the district court instructed the jury that one of the elements for
         the Count 1 RICO conspiracy charge was that ā€œthe enterprise was
         engaged in, or that its activities affected, interstate or foreign com-
         merce.ā€ D.E. 725 at 17–18. As this case was tried, therefore,
         whether the DSBF constituted an enterprise was a critical issue for
         the charged RICO conspiracy. Cf. Cole v. Arkansas, 333 U.S. 196, 202
         (1948) (ā€œTo conform to due process of law, petitioners were enti-
         tled to have the validity of their convictions appraised on consider-
         ation of the case as it was tried and as the issues were determined
         in the trial court.ā€).
              4. THE DEFENDANTS’ PROPOSED USE OF DR. DE LA CRUZ
                 Again, even if it may not have been error for the district
         court to exclude some of Dr. de la Cruz’s opinions, it was error to
         exclude his testimony as to the Bloods gang and the non-existence
         of a criminal enterprise. See United States v. Cohen, 510 F.3d 1114,
         1126 (9th Cir. 2007) (ā€œ[T]he best way for the district court to have
         insured the exclusion of the potentially inadmissible aspects of [the
         expert’s] testimony was not to bar him from testifying altogether,
         but to sustain the government’s objections to particular questions
         likely to elicit inadmissible evidence under the rule.ā€). The defend-
         ants made it known at all times that they intended to use Dr. de la
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         88                     Opinion of the Court                19-10332

         Cruz’s testimony to rebut the criminal enterprise element of the
         RICO conspiracy charge. Before trial, for example, Mr. Hayes ex-
         plained in response to the government’s motion to exclude Dr. de
         la Cruz that his testimony would ā€œhelp resolve the [g]overnment’s
         main theory as to how the [c]odefendants allegedly maintained a
         RICO ā€˜enterprise.ā€™ā€ D.E. 679 at 4. Mr. Hayes acknowledged that
         disproving the defendants’ association with the national Bloods
         gang would not ā€œautomatically disprove whether the [c]odefend-
         ants operated a RICO ā€˜enterprise[,]ā€™ā€ but maintained it would ā€œdis-
         prove the [g]overnment’s theory as to what kind of RICO ā€˜enter-
         priseā€™ā€ they formed. See id. at 3 n.1. The defendants’ legal position
         was well founded. See United States v. Rios, 830 F.3d 403, 421 (6th
         Cir. 2016) (explaining, in a RICO case involving the Latin Kings
         gang, that ā€œ[g]ang-affiliation evidence may be highly probative of
         an individual’s membership in a particular gang, so it ā€˜has been held
         admissible, in cases where the interrelationship between people is
         a central issueā€™ā€) (citation omitted). During trial, the defendants
         again argued that ā€œone of the critical issues in this case is whether
         or not this is . . . [a] criminal enterprise, which is what Dr. de la
         Cruz is going to testify about.ā€ D.E. 1221 at 65–66. Finally—and
         most importantly—Dr. de la Cruz’s proffered testimony delivered
         as promised. See, e.g., id. at 108 (ā€œThis particular group does not
         meet one of the elements of a criminal enterprise, in my opin-
         ion.ā€).
                The government defends the district court’s wholesale ex-
         clusion of Dr. de la Cruz on one additional ground—it maintains
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         19-10332               Opinion of the Court                       89

         that his testimony contravened Supreme Court precedent on what
         a RICO enterprise entails. That contention, we think, is mistaken.
                 The Supreme Court has held that an enterprise must have
         ā€œan ascertainable structure beyond that inherent in the pattern of
         racketeering activity in which it engages.ā€ Boyle, 556 U.S. at 940–
         41. ā€œFrom the terms of RICO, it is apparent that an association-in-
         fact enterprise must have at least three structural features: a pur-
         pose, relationships among those associated with the enterprise, and
         longevity sufficient to permit these associates to pursue the enter-
         prise’s purpose.ā€ Id. at 946.
                As summarized earlier, Dr. de la Cruz opined in part that the
         defendants were not a gang because (1) they were a ā€œbunch of ya-
         hoos running around . . . breaking the law with no sense of direc-
         tion, with no leadership direction,ā€ (2) they used drugs, which was
         inconsistent with the behavior of those in criminal enterprises, (3)
         they did not get together for meetings to discuss the organization’s
         business, (4) they were ā€œshooting each other indiscriminately,ā€ and
         (5) they did not kill rivals. This aspect of his testimony would have
         gone to the existence and purpose of the alleged enterprise and the
         relationships among those associated with it, two of the structural
         features identified by the Supreme Court in Boyle. See United States
         v. Daly, 842 F.2d 1380, 1388–89 (2d Cir. 1988) (explaining that, had
         an objection been made to a qualified expert’s testimony on ā€œthe
         existence of a RICO enterpriseā€ā€”based on an ā€œunderstanding of
         the existence of organized crime and the Gambino familyā€ā€”it
         would not ā€œhave been sustain[ed] under Rules 702, 703, and 704ā€).
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         90                     Opinion of the Court                  19-10332

         The government may think that Dr. de la Cruz’s testimony was not
         credible or persuasive, but ultimate acceptance by the jury is not
         the standard for admissibility under Rule 702.
                                     D. PREJUDICE
                  We now turn to whether the wholesale exclusion of Dr. de
         la Cruz’s expert testimony was prejudicial. In cases of non-consti-
         tutional error where, as here, a party has preserved an objection,
         the government bears the burden of demonstrating that the error
         is harmless. See United States v. Davila, 569 U.S. 597, 607 (2013);
         United States v. Pon, 963 F.3d 1207, 1227 (11th Cir. 2020). A ā€œnon-
         constitutional error is harmless if, viewing the proceedings in their
         entirety, a court determines that the error did not affect the verdict,
         ā€˜or had but very slight effect[.]’ If one can say ā€˜with fair assurance
         . . . that the judgment was not substantially swayed by the error,’
         the judgment is due to be affirmed even though there was error.ā€
         United States v. Hornaday, 392 F.3d 1306, 1315–16 (11th Cir. 2004)
         (citations omitted).
                 The government has failed to argue that the exclusion of Dr.
         de la Cruz was harmless error. Because its brief does not address
         harmlessness, the government has failed to carry its burden. See
         Davila, 569 U.S. at 607. But under our precedent that is not neces-
         sarily the end of the matter.
                We have the discretion to sua sponte determine whether an
         error is harmless. See Horsley v. State of Alabama, 45 F.3d 1486, 1492
         n.10 (11th Cir. 1995) (citing United States v. Giovannetti, 928 F.2d
         225, 227 (7th Cir. 1991)). ā€œBut that discretion is not an obligation.ā€
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         19-10332                Opinion of the Court                         91

         Harris v. Lincoln Nat’l Life Ins. Co., 42 F.4th 1292, 1298 (11th Cir.
         2022). We have chosen to exercise that discretion where, for ex-
         ample, the harmlessness was ā€œpatently obvious.ā€ United States v.
         Adams, 1 F.3d 1566, 1576 (11th Cir. 1993). And we have recently
         held that issues not raised by a party can be considered sua sponte
         by the court only in ā€œextraordinary circumstances.ā€ United States v.
         Campbell, 26 F.4th 860, 873 (11th Cir. 2022) (en banc).
                The Seventh Circuit considers three factors, as set out in Gio-
         vannetti, when deciding whether to exercise its sua sponte discre-
         tion: (1) ā€œthe length and complexity of the recordā€; (2) ā€œwhether
         the harmlessness of the error or errors found is certain or debata-
         bleā€; and (3) ā€œwhether a reversal will result in protracted, costly,
         and ultimately futile proceedings in the district court.ā€ Giovannetti,
         928 F.2d at 227. The Giovannetti factors are relied on by other cir-
         cuits. See, e.g., United States v. Pryce, 938 F.2d 1343, 1348 (D.C. Cir.
         1991). We too find the Giovannetti factors helpful, but do not con-
         fine ourselves to them. See Campbell, 26 F.4th at 873.
              Nothing about this case—and this issue in particular—is
         amenable to a sua sponte review for harmlessness.
                 First, the record is long and complex. This is an appeal by
         10 defendants from a 38-day trial on a 23-count indictment. The
         trial transcript is nearly 8,000 pages long, and the exhibit pages
         number in the thousands. To determine the effect of the exclusion
         of Dr. de la Cruz on the six defendants convicted of the RICO con-
         spiracy charge, we would have to sift through the voluminous rec-
         ord to contrast the strength of the government’s case with that of
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         92                      Opinion of the Court                  19-10332

         the defendants had Dr. de la Cruz’s testimony been allowed—a
         task not generally befitting of an appellate court. See Pryce, 938 F.2d
         at 1348 (ā€œ[An appellate] court should normally conduct the harm-
         less error inquiry on its own initiative only where the relevant por-
         tions of the record are reasonably short and straightforward.ā€). We
         have declined to scour the record to plug gaps in the defendants’
         briefing, see Part IV.F, and do the same here.
                 Second, the harmlessness of the error is far from certain. In
         fact, we have serious doubts that the wholesale exclusion of Dr. de
         la Cruz was harmless. Time and again, courts (including ours) have
         held that when a defendant’s expert was wrongfully excluded, and
         that expert sought to rebut the government’s own expert on a cen-
         tral issue (e.g., an element of the offense), the error was prejudicial.
         See, e.g., Lankford, 955 F.2d at 1552–53 (ā€œAlthough [Mr.] Lankford
         did state that he believed the $1500 check did not need to be re-
         ported [to the IRS], the district court did not allow him to present
         evidence to the jury to explain why that belief would have been
         reasonable. The government, however, was allowed to pose a hy-
         pothetical question to a tax preparer concerning whether the
         proper course of conduct should have been to report the $1500 as
         income. Given the possible construction of the facts by the jury
         and given the defense’s inability to present expert testimony to re-
         but the expert opinion elicited by the government, we simply can-
         not conclude that the trial court’s error was harmless.ā€); United
         States v. Diallo, 40 F.3d 32, 35 (2d Cir. 1994) (ā€œIt is noteworthy that
         the government was permitted to call its own expert (a DEA agent)
         to establish an economic motive for [Mr.] Diallo to smuggle
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         19-10332               Opinion of the Court                       93

         heroin. [Mr.] Diallo’s expert (a commodities analyst), in turn,
         would have shown an economic motive to smuggle gold. Having
         allowed the government to call as an expert a DEA agent, who was
         surely no more qualified as an expert in heroin than [Mr. Diallo’s
         expert] was in gold, the district court should have accorded the de-
         fendant the same right. Turnabout is fair play, even in the federal
         courts.ā€); Cohen, 510 F.3d at 1127 (holding that it was prejudicial
         error to exclude the defendant’s expert, who was to explain that
         the defendant’s mental disorder may have affected ā€œhis ability to
         form the requisite mens reaā€).
                Here the district court prohibited Dr. de la Cruz from testi-
         fying that the DSBF was not a criminal gang and that, as a result,
         there was no RICO enterprise. His testimony would have helped
         the defendants counter the testimony—including the lay opin-
         ions—presented by government witnesses like Agent Mayo, Sgt.
         Kelly, Agent Perez, Mr. Grimes, and Mr. Coakley. See Word, 129
         F.3d at 1212–13.
                 Third, we understand that reversal on this issue might lead
         to costly and lengthy proceedings if the government chooses to re-
         try the six defendants on Count 1. But we cannot say with certainty
         that the result of a new trial would be a foregone conclusion. A
         jury, for example, may find some of Dr. de la Cruz’s opinions suf-
         ficiently persuasive to create reasonable doubt.
                We do not vacate convictions in cases like this one lightly.
         And we appreciate the immense undertaking required of all parties
         to bring this case to trial, and acknowledge that it would be equally
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         94                         Opinion of the Court                       19-10332

         or even more burdensome to do it again years later. But para-
         mount to our sensitivity for the government’s limited resources
         and the district court’s docket is our duty to ensure that the defend-
         ants receive a fair trial. See Taylor v. Illinois, 484 U.S. 400, 408 (1988)
         (ā€œFew rights are more fundamental than that of an accused to pre-
         sent witnesses in his own defense. Indeed, this right is an essential
         attribute of the adversary system itself.ā€) (citation omitted).
                Accordingly, we vacate the Count 1 convictions of Mr. Gra-
         ham, Mr. Glass, Jerimaine Bryant, Mr. Walker, Curtis Bryant, and
         Mr. Hayes, as well as their sentences. If the government decides
         not to retry them on Count 1, these defendants will need to be re-
         sentenced. See United States v. Klopf, 423 F.3d 1228, 1245 (11th Cir.
         2005) (discussing the ā€œsentencing packageā€ doctrine and the need
         for resentencing when one of the components has been set aside).
                                VI. THE JURY INSTRUCTIONS
                 We now turn to the challenges to the jury instructions by
         Messrs. Jones, Rodriguez, and Glass. None of them objected to the
         jury instructions below and none contest that their claims are sub-
         ject to plain error review. 25




         25 The defendants objected to the instruction for Count 1 but not on the

         ground they now raise on appeal. See United States v. Sentovich, 677 F.2d 834,
         837 (11th Cir. 1982) (ā€œA party not raising an argument below waives his right
         to raise it on appeal absent plain error.ā€). Accordingly, their present challenge
         to the instruction for Count 1 was not properly preserved. See United States v.
         Wheeler, 540 F.3d 683, 689 (2d Cir. 2008) (ā€œBecause Wheeler did not explain to
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         19-10332                      Opinion of the Court                         95

                ā€œJury instructions will not be reversed for plain error unless
         the charge, considered as a whole, is so clearly erroneous as to re-
         sult in a likelihood of a grave miscarriage of justice, or the error
         seriously affects the fairness, integrity, or public reputation of judi-
         cial proceedings.ā€ United States v. Pepe, 747 F.2d 632, 675 (11th Cir.
         1984) (citation and internal quotation marks omitted). If a defend-
         ant demonstrates plain error, we have the discretion to correct the
         error if it seriously affects the fairness, integrity, or public reputa-
         tion of judicial proceedings. See Rosales-Mireles, 585 U.S. at 135.
                                            A. COUNT 1
                Mr. Glass contests the district court’s instruction on Count
         1, the RICO conspiracy charge. He points out that the instruction
         required only that the jury agree on the type of racketeering activ-
         ity that the defendants agreed to commit. As a result, it violated
         due process by permitting the jury to convict him without unani-
         mously agreeing on which two specific acts of racketeering he com-
         mitted. 26
                Mr. Glass relies primarily on Richardson v. United States, 526
         U.S. 813, 818–20 (1999). In that case the Supreme Court held that,
         for a conviction for the offense of engaging in a continuing criminal
         enterprise in violation of 21 U.S.C. § 848, ā€œa jury has to agree


         the district court the objection he raises on appeal, he has not preserved it.
         Thus, we review his claim for plain error.ā€) (citations omitted).
         26 Although we have set aside the Count 1 convictions, we address this issue

         in case there is a retrial.
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         96                      Opinion of the Court                  19-10332

         unanimously about which specific violations make up the ā€˜contin-
         uing series of violationsā€™ā€ of the charge. Id. at 815. We have not
         yet decided in a published opinion whether to extend the holding
         in Richardson to the RICO context. See United States v. Hein, 395 F.
         App’x 652, 655–56 (11th Cir. 2010) (declining to address the issue).
         As far as we can tell, however, every circuit to confront the issue
         after Richardson ā€œhas concluded that for a RICO conspiracy charge
         the jury need only be unanimous as to the types of racketeering
         acts that the defendants agreed to commit.ā€ United States v. Cornell,
         780 F.3d 616, 625 (4th Cir. 2015). See also Rios, 830 F.3d at 434 (con-
         cluding that a unanimity instruction was not required); United
         States v. Randall, 661 F.3d 1291, 1297 (10th Cir. 2011) (agreeing ā€œthat
         it is not necessary to prove the specific predicate acts that supported
         a RICO conspiracy charge in order to prove a defendant’s partici-
         pation in a RICO conspiracyā€); United States v. Applins, 637 F.3d 59,
         80–82 (2d Cir. 2011) (same). Cf. United States v. Glecier, 923 F.2d 496,
         500 (7th Cir. 1991) (same but pre-Richardson).
                 Assuming without deciding that the district court erred, we
         hold that Mr. Glass cannot show that the alleged error was ā€œplainā€
         because there is no Eleventh Circuit precedent on point and be-
         cause the weight of authority in other circuits is adverse to him.
         See Hesser, 800 F.3d at 1325 (ā€œā€˜Plain’ error means that the legal rule
         is clearly established at the time the case is reviewed on direct ap-
         peal.ā€). Accordingly, his challenge to the instruction for Count 1
         fails.
                                        B. COUNT 2
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         19-10332                Opinion of the Court                         97

                Mr. Jones takes issue with the district court’s failure to in-
         struct the jury on Count 2—the narcotics conspiracy charge—that
         the government was required to prove his guilt with post-juvenile
         conspiracy activity or, alternatively, that he had to ratify his partic-
         ipation in the conspiracy after he turned 18.
                 Mr. Jones’ argument is foreclosed by our precedent. In
         United States v. Cruz, 805 F.2d 1464, 1475–76 (11th Cir. 1986), we
         held that the Federal Juvenile Delinquency Act (FJDA), 18 U.S.C.
         § 5031 et seq., does not require a limiting instruction concerning
         juvenile conduct where a defendant’s participation in the charged
         conspiracy continues past his 18th birthday. See also United States v.
         Newton, 44 F.3d 913, 919 & n.8 (11th Cir. 1994) (stating that the dis-
         trict court’s charge to the jury ā€œthat they could find [the defendant]
         guilty only for acts that he committed after his eighteenth birth-
         dayā€ appeared to be a ā€œbenefit . . . to which he was not entitledā€).
         Accord United States v. Camez, 839 F.3d 871, 876 (9th Cir. 2016) (fa-
         vorably citing Cruz for the proposition that the FJDA does not re-
         quire a special jury instruction); United States v. Doerr, 886 F.2d 944,
         969 (7th Cir. 1989) (same).
                There was no error, plain or otherwise. As we explain later,
         Mr. Jones ratified his participation in the narcotics conspiracy after
         his 18th birthday by selling marijuana for Mr. Glass. See, e.g., D.E.
         1208 at 207. No jury instruction on juvenile conduct was required.
                                       C. COUNT 10
               Mr. Rodriguez claims that the district court committed plain
         error when it instructed the jury on the offense of possession of a
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         98                    Opinion of the Court                19-10332

         firearm in furtherance of a drug-trafficking crime (Count 10) and
         aiding and abetting possession of a firearm in furtherance of that
         crime. In his view, the juxtaposition of those instructions confused
         the jury and caused it to speculate as to what species of knowledge
         was required to convict him because of the respective crimes’ dif-
         ferent knowledge elements; the substantive possession instruction
         required ā€œknowledge of the firearm’s presence,ā€ while the aiding
         and abetting instruction required ā€œadvance knowledge that an-
         other participant would possess a firearm.ā€ See D.E. 725 at 40–41.
         There was no plain error.
                Count 10 charged Mr. Rodriguez (and Mr. Ingram) with a
         substantive violation of 18 U.S.C. § 924(c) on May 6, 2016, and in-
         cluded a citation to 18 U.S.C. § 2, the aiding and abetting statute.
         See D.E. 193 at 15–16. Mr. Rodriguez concedes that both instruc-
         tions—the § 924(c) instruction and the aiding and abetting instruc-
         tion—were independently ā€œcorrect[ ].ā€ See M. Rodriguez Br. at 47.
         And he is right. See, e.g., Rosemond, 572 U.S. at 78 (holding that
         aiding and abetting liability under § 924(c) requires ā€œadvance
         knowledgeā€). We do not see how the district court could have
         plainly erred by providing separate and independently correct in-
         structions for the two distinct forms of liability charged in Count
         10.
               We note, as well, that Mr. Rodriguez’s jury confusion argu-
         ment is not persuasive. Count 23, like Count 10, charged Mr. Ro-
         driguez (and Mr. Ingram) with a separate § 924(c) violation on May
         9, 2017, and it too included a citation to § 2. See D.E. 193 at 25.
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         19-10332                  Opinion of the Court                               99

         Though the jury instructions for Count 23 were the same as for
         Count 10, the jury acquitted Mr. Rodriguez and Mr. Ingram on
         Count 23.
                           VII. SUFFICIENCY OF THE EVIDENCE
                 Multiple defendants challenge the sufficiency of the evi-
         dence on some of their convictions. ā€œWe review de novo the suffi-
         ciency of evidence.ā€ United States v. Dixon, 901 F.3d 1322, 1335
         (11th Cir. 2018) (citation omitted). The relevant question is
         whether, viewing the evidence in the light most favorable to the
         government, ā€œany rational trier of fact could have found the essen-
         tial elements of the crime beyond a reasonable doubt.ā€ Jackson v.
         Virginia, 443 U.S. 307, 319 (1979). Significantly, the evidence ā€œneed
         not exclude every reasonable hypothesis of innocence for a reason-
         able jury to find guilt beyond a reasonable doubt.ā€ United States v.
         Kincherlow, 88 F.4th 897, 904 (11th Cir. 2023).
                                           A. COUNT 1
               Mr. Graham, Mr. Walker, and Jerimaine Bryant challenge
         the sufficiency of the evidence on Count 1, which charged them
         with a RICO conspiracy in violation of 18 U.S.C. §1962(d). The
         indictment alleged an illegal enterprise (the DSBF) implemented
         through criminal activities like ā€œdrug trafficking, provision of fire-
         arms to prohibited persons, illegal gambling, fraud, money laun-
         dering, robbery, assault, and murder.ā€ D.E. 193 at 5. 27


         27 We address the Count 1 sufficiency issues because, if the defendants are cor-

         rect, double jeopardy will bar their retrial on the RICO conspiracy charge. See
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          100                        Opinion of the Court                        19-10332

                                          1. BACKGROUND
                 ā€œA RICO conspiracy differs from an ordinary conspiracy in
          two respects: it need not embrace an overt act, and it is broader and
          may encompass a greater variety of conduct.ā€ Pepe, 747 F.2d at 659
          (footnotes omitted). The ā€œtouchstone of liabilityā€ under § 1962(d)
          is an agreement to participate in a RICO conspiracy. See Browne,
          505 F.3d at 1264. The government may prove such an agreement
          by showing either (1) ā€œan agreement on an overall objective of the
          conspiracy,ā€ or (2) ā€œthat a defendant agreed to commit personally
          two predicate acts, thereby agreeing to participate in a ā€˜single ob-
          jective.ā€™ā€ Id. ā€œIf the government can prove an agreement on an
          overall objective, it need not prove a defendant personally agreed
          to commit two predicate acts.ā€ United States v. Abbell, 271 F.3d
          1286, 1299 (11th Cir. 2001).
                 The government may establish an overall objective ā€œby cir-
          cumstantial evidence showing that each defendant must neces-
          sarily have known that others were also conspiring to participate
          in the same enterprise through a pattern of racketeering activity.ā€
          United States v. Gonzalez, 921 F.2d 1530, 1540 (11th Cir. 1991) (cita-
          tion and internal quotation marks omitted). And under either the-
          ory described above, ā€œthe government does not have to establish
          that each conspirator explicitly agreed with every other conspirator
          to commit the substantive RICO crime described in the indictment,


          United States v. Blizzard, 674 F.2d 1382, 1386 (11th Cir. 1982) (ā€œThe double jeop-
          ardy clause does preclude a second trial once a reviewing court has determined
          that the evidence introduced at trial was insufficient to sustain the verdict.ā€).
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          19-10332              Opinion of the Court                      101

          or knew his fellow conspirators, or was aware of all the details of
          the conspiracy.ā€ Pepe, 747 F.2d at 659. ā€œThat each conspirator may
          have contemplated participating in different and unrelated crimes
          is irrelevant.ā€ Id. at 659–60.
                                    2. THE EVIDENCE
                 There was sufficient evidence from which the jury could
          find that Mr. Graham. Mr. Walker, and Jerimaine Bryant agreed to
          participate in a criminal enterprise, the DSBF, through a pattern of
          racketeering activity. See Starrett, 55 F.3d at 1547.
                 The indictment alleged that the DSBF’s overall objective
          ā€œwas to generate money for its members and associates.ā€ See D.E.
          193 at 5. The defendants operated out of a defined territory, the
          South Gwen Cherry complex, and used violence to control their
          turf. Outsiders were not tolerated. Mr. Johnson was just one ex-
          ample of an unfortunate outsider who, after a perceived attempt to
          encroach on DSBF turf, was murdered (by Mr. Glass). The group
          also had a loose hierarchical structure, with Ike Johnson as its
          founder in the early 2000s and Mr. Glass succeeding him around
          2012. Members of the DSBF sold drugs or acted as lookouts or
          gunmen, while others supplied the organization with drugs and
          firearms. And some of the same members who worked the streets
          together regularly engaged in robberies to further enrich them-
          selves; they stole cars and robbed random victims or rival dealers.
          For the organization, making money was the primary objective.
                 Jerimaine Bryant challenges the existence of a criminal en-
          terprise. Again, we need not decide whether the existence of an
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          102                    Opinion of the Court                  19-10332

          enterprise is an element of a § 1962(d) conspiracy. See Part V.C.
          The evidence summarized above allowed the jury to find a RICO
          enterprise. An ā€œenterpriseā€ includes an association-in-fact, defined
          as having ā€œa purpose, relationships among those associated with
          the enterprise, and longevity sufficient to permit these associations
          to pursue the enterprise’s purpose.ā€ Boyle, 556 U.S. at 946. Our
          sister circuits have held that a criminal gang like the DSBF, whose
          purpose is to make money by selling drugs, perpetrating robberies,
          and/or committing murders, can and does constitute a RICO en-
          terprise. See generally 18 U.S.C. § 1961(1) (racketeering activity in-
          cludes murder, robbery, and controlled substance offenses prohib-
          ited by state law and punishable by imprisonment for more than
          one year). We find their decisions persuasive and follow them. See,
          e.g., Harris, 695 F.3d at 1136; United States v. Cornell, 780 F.3d 616,
          621–23 (4th Cir. 2015); United States v. Brown, 973 F.3d 667, 682–83
          (7th Cir. 2020); United States v. Applins, 637 F.3d 59, 77–78 (2d Cir.
          2011); United States v. Jones, 873 F.3d 482, 489–91 (5th Cir. 2017);
          United States v. RodrĆ­guez-Torres, 939 F.3d 16, 24–27 (1st Cir. 2019).
                  Jerimaine Bryant’s only remaining sufficiency argument is
          that he had withdrawn from the DSBF following his release from
          prison in 2011. His elevated role in the gang before then is uncon-
          tested.
                 Viewing the evidence in the light most favorable to the gov-
          ernment, the jury could find that Jerimaine Bryant continued to
          operate in concert with the overall objective of the RICO conspir-
          acy after his release from prison. For one, he was a prominent
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          19-10332               Opinion of the Court                      103

          supplier for Mr. Glass. See United States v. Russo, 796 F.2d 1443,
          1460–61 (11th Cir. 1986) (evidence that the defendant was a ā€œmain
          supplier of drugsā€ to the organization was ā€œmore than sufficient to
          support his RICO conspiracy convictionā€). He also continued to
          endorse the DSBF on social media. In 2013, for instance, he identi-
          fied himself as a ā€œSmackville top smacker,ā€ which meant a senior
          member of the DSBF. In 2014, he mourned the death of a fallen
          DSBF member. And in 2015, he posted a ā€œshout outā€ to ā€œ[his]
          Blood, [his] gang . . . ya know what we Bleed #GMT.ā€ Addition-
          ally, the jury returned guilty verdicts against him on three post-
          2011 narcotics charges—possession of controlled substances with
          intent to distribute (Counts 5, 12, and 21)—that could serve as pred-
          icate acts. The government’s evidence therefore was sufficient to
          support Jerimaine Bryant’s conviction for the RICO conspiracy.
          See Browne, 505 F.3d at 1264.
                 As for Messrs. Graham and Walker, they were on the front
          lines generating money for the DSBF. Both were ā€œserversā€ who
          sold crack cocaine and marijuana for Mr. Glass. Ms. Houser, Mr.
          Coakley, and Donzell Jones all testified to that effect. According to
          Mr. Coakley, Messrs. Graham and Walker also acted as lookouts,
          and Mr. Graham participated with him in robberies. Messrs. Gra-
          ham and Walker even exchanged text messages about narcotics
          transactions.
                 In response to this evidence, Messrs. Graham and Walker
          posit that they were merely independent drug dealers with a fleet-
          ing association with the DSBF. See United States v. Achey, 943 F.3d
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          104                    Opinion of the Court                 19-10332

          909, 917 (11th Cir. 2019) (ā€œ[A] simple buyer-seller controlled sub-
          stance transaction does not, by itself, form a conspiracy.ā€); United
          States v. Mercer, 165 F.3d 1331, 1333–35 (11th Cir. 1999) (an agree-
          ment to the mere ā€œexchange of drugs for moneyā€ is ā€œnot probative
          of an agreement to join together to accomplish a criminal objective
          beyond that already being accomplished by the transactionā€). Mr.
          Graham, for example, refers to a series of social media posts where
          he repeated certain statements (ā€œI don’t work for nobody. I do my
          own shit.ā€) as evidence of his independence from the organization.
          But the jury heard contrary testimony, as described above, and was
          free to disregard Mr. Graham’s statements of independence. See id.
          at 1335 (ā€œ[W]e have held that an agreement may be inferred when
          the evidence shows a continuing relationship that results in the re-
          peated transfer of illegal drugs to the purchaser.ā€).
                 Messrs. Graham and Walker also point to a text message be-
          tween them from 2016 as evincing their unease with continuing to
          sell drugs for Mr. Glass. See D.E. 1217 at 20 (ā€œI’m about to just tell
          em bra. I’m even feel like dealing with this crack no more.ā€). Far
          from helping their cause, however, this message is an admission
          that they were in fact ā€œserversā€ for the DSBF and does nothing to
          erase their prior conduct. See Achey, 943 F.3d at 917 (ā€œ[A] conspir-
          acy can be found if the evidence allows an inference that the buyer
          and seller knew the drugs were for distribution instead of merely
          understanding their transactions to do no more than support the
          buyer’s personal drug habit.ā€) (citation and internal quotation
          marks omitted). Nor do they point to any evidence that, like
          Donzell Jones, they were allowed to sell drugs with the DSBF in
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          19-10332               Opinion of the Court                       105

          the South Gwen Cherry complex based on a longtime friendship
          with Mr. Glass, rather than as members of the organization. Ac-
          cordingly, the government presented sufficient evidence to estab-
          lish that Messrs. Graham and Walker agreed to advance the con-
          spiracy’s overall objective of generating money for the DSBF and
          its members.
                                        B. COUNT 2
                 Jerimaine Bryant, along with Messrs. Rodriguez, Ingram,
          and Jones, challenge the sufficiency of the evidence to support their
          convictions on Count 2, which charged them with conspiracy to
          possess 280 grams or more of crack cocaine and marijuana with the
          intent to distribute, in violation of 21 U.S.C. § 846. We find the
          evidence sufficient for all four defendants.
                                  1. SINGLE CONSPIRACY
                 To establish a narcotics conspiracy under § 846, the govern-
          ment must prove that (1) there was a conspiracy or agreement to
          possess a controlled substance with the intent to distribute it,
          (2) the defendants knew the essential unlawful objects of the con-
          spiracy, and (3) the defendants knowingly and voluntarily joined
          the conspiracy. See United States v. Duldulao, 87 F.4th 1239, 1253–
          54 (11th Cir. 2023); Dixon, 901 F.3d at 1335. Proof of an overt act is
          not required. See Shabani, 513 U.S. at 11.
                 When the government seeks to prove a single overarching
          conspiracy, it may rely on evidence such as ā€œwhether a common
          goal existed [among the conspirators],ā€ ā€œthe nature of the underly-
          ing scheme,ā€ and ā€œthe overlap of participants.ā€ Dixon, 901 F.3d at
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          106                     Opinion of the Court                   19-10332

          1335 (citation omitted). Importantly, ā€œseparate transactions are
          not necessarily separate conspiracies, so long as the conspirators act
          in concert to further a common goal. If a defendant’s actions facil-
          itated the endeavors of other co-conspirators, or facilitated the ven-
          ture as a whole, a single conspiracy is established.ā€ Id. (citation
          omitted). See also United States v. Russo, 717 F.2d 545, 549 (11th Cir.
          1983) (stating that circumstantial evidence may suffice to prove
          participation in a conspiracy). Whether a single conspiracy existed
          is generally a question of fact for the jury. See United States v. Alred,
          144 F.3d 1405, 1414 (11th Cir. 1998).
                  The government presented sufficient evidence for the jury
          to find beyond a reasonable doubt that these four defendants were
          part of a single narcotics conspiracy with common goals. Those
          common goals were simple: buying and selling crack cocaine and
          marijuana for profit in the South Gwen Cherry complex. See United
          States v. Richardson, 532 F.3d 1279, 1285 (11th Cir. 2008) (explaining
          that ā€œ[c]ourts typically define the common goal element as broadly
          as possible,ā€ including, for example, ā€œa common goal of buying and
          selling cocaine for profitā€ in a set area, and compiling cases to that
          effect) (citation omitted). In furtherance of that goal, the defend-
          ants operated a ā€œmarketplaceā€ of crack cocaine and marijuana,
          complete with sellers, lookouts, and enforcers. See United States v.
          Brown, 587 F.3d 1082, 1090 (11th Cir. 2009) (describing a ā€œfarmer’s
          marketā€ and ā€œmarketplaceā€ at the heart of the drug conspiracy);
          United States v. Westry, 524 F.3d 1198, 1212–13 (11th Cir. 2008) (ex-
          plaining that the defendants were ā€œengag[ed] in a consistent series
          of smaller transactions that furthered [the conspiracy’s] ultimate
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          19-10332               Opinion of the Court                        107

          object of supplying the consumer demand of the market,ā€ and the
          conspiracy consisted of ā€œvarious acts of distribution at these several
          locations performed by numerous interrelated individualsā€). And
          the scheme was replete with common players, as observed by law
          enforcement and video surveillance and supported by the defend-
          ants’ social media posts and text messages. See United States v. Cal-
          deron, 127 F.3d 1314, 1327 (11th Cir. 1997) (noting the conspiracy’s
          ā€œextensive overlap of the participantsā€).
                                     2. COMMON GOAL
                 Jerimaine Bryant disputes his pursuit of a common goal fol-
          lowing his 2008 arrest and 2011 release from prison, based largely
          on the same argument discussed above—that he had moved out of
          South Gwen Cherry to a nearby trailer park where he purported to
          sell drugs independently. We reject his argument.
                 By all accounts, Jerimaine Bryant continued to frequent the
          DSBF’s area and mingle with his co-defendants. And he supplanted
          Ms. Houser as Mr. Glass’ primary drug supplier. See D.E. 1207 at
          22–23, 185; D.E. 1213 at 16, 50–51. This critical role in the DSBF’s
          supply chain cemented his inclusion in the conspiracy after his 2011
          release from prison.
                               3. MR. GRIMES’ CREDIBILITY
                 The same four defendants also assail the credibility of a co-
          operating witness, Mr. Grimes, characterizing his testimony as in-
          credible, untrustworthy, and uncorroborated. As a general matter,
          ā€œ[w]e will not disturb the jury’s verdict [with respect to credibility]
          unless the testimony is incredible as a matter of law.ā€ United States
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          108                     Opinion of the Court                  19-10332

          v. Green, 818 F.3d 1258, 1274 (11th Cir. 2016) (citation and internal
          quotation marks omitted). That means that even ā€œthe uncorrobo-
          rated testimony of an accomplice is sufficient to support a convic-
          tion in the federal courts if it is not on its face incredible or other-
          wise unsubstantial.ā€ United States v. Iacovetti, 466 F.2d 1147, 1153
          (5th Cir. 1972). See also Green, 818 F.3d at 1274 (testimony is not
          ā€œincredible as a matter of law unless it is unbelievable on its face,
          that is, testimony as to facts that the witness could not have possi-
          bly observed or events that could not have occurred under the laws
          of natureā€) (internal quotations and citation omitted). The defend-
          ants fail to satisfy this high bar as to Mr. Grimes.
                 Mr. Rodriguez is Mr. Grimes’ most ardent challenger, and
          understandably so. Without some of Mr. Grimes’ testimony, the
          evidence plausibly supported a theory of defense that, for the most
          part, Mr. Rodriguez was an independent drug dealer who occasion-
          ally mingled with and dealt with DSBF members. Mr. Rodriguez
          points out that he is older and that he sold his own drugs, out of his
          own home, away from the South Gwen Cherry complex. By one
          account he occasionally sold drugs at South Gwen Cherry; by an-
          other he never did. Compare D.E. 1205 at 25 (Mr. Grimes) with D.E.
          1208 at 161 (Mr. Coakley). The government’s voluminous social
          media evidence contained some posts from Mr. Rodriguez declar-
          ing his allegiance to the DSBF or associating with other alleged
          members, but those posts were relatively few in number. See, e.g.,
          Gov’t Exh. 315 at 114–15.
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          19-10332              Opinion of the Court                      109

                  Mr. Grimes, however, testified that Mr. Rodriguez oversaw
          DSBF initiations, used the DSBF handshake, and provided other
          members of the gang with guns. Mr. Coakley corroborated this in
          part, testifying that he saw Mr. Rodriguez ā€œ[s]ell drugs, supply
          guns, and supply dope.ā€ D.E. 1207 at 66–68. Although Mr. Grimes’
          testimony was not fully corroborated and the government’s direct
          examination involved some leading questions, see, e.g., D.E. 1205
          at 25, those matters went to credibility and weight, which were for
          the jury to assess. And no one argues, for example, that Mr. Grimes
          could not have possibly seen what he testified to. See Green, 818
          F.3d at 1274. The jury was therefore entitled to credit his testi-
          mony.
                 As for Mr. Ingram, Mr. Grimes identified him as a ā€œbomb
          manā€ who retrieved the money from buyers, as well as a seller for
          the DSBF, and that testimony was echoed by Donzell Jones and
          Mr. Coakley. See D.E. 1202 at 75; D.E. 1205 at 20, 23, 25; D.E. 1206
          at 166; D.E. 1208 at 209–10. The government also introduced text
          messages of others inquiring of Mr. Ingram about drugs, as well as
          his drug convictions from the relevant timeframe (which included
          one where he was the subject of an undercover drug buy). See D.E.
          1202 at 111; D.E. 1211 at 121–23; D.E. 1212 at 208–09; D.E. 1215 at
          71–72; D.E. 1221 at 23; D.E. 1223 at 138; D.E. 1224 at 63. With or
          without Mr. Grimes’ testimony, sufficient evidence supported Mr.
          Ingram’s conviction on Count 2.
                                      4. THE FJDA
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          110                        Opinion of the Court                        19-10332

                 Mr. Jones raises a final, unique challenge to his conviction
          on Count 2. He claims that for a large portion of the alleged con-
          spiracy he was a juvenile under the FJDA, 18 U.S.C. § 5301 et seq.,
          such that his actions during that period of time were delinquencies
          rather than felonies. Absent that conduct, he argues, his post-juve-
          nile conduct cannot alone sustain his Count 2 conviction.
                 Mr. Jones’ argument fails. When, as is the case here, the
          government has proven that there was one continuous conspiracy
          and the defendant’s membership in that conspiracy straddled his
          18th birthday, his juvenile acts can be ā€œthe sole basis for guilt.ā€
          Newton, 44 F.3d at 919 (citing Cruz, 805 F.2d at 1464). Mr. Jones
          participated in the alleged narcotics conspiracy after his 18th birth-
          day by continuing to sell marijuana for Mr. Glass. See D.E. 1208 at
          207. See also D.E. 1220 at 55 (ā€œLet me get two bags from dodoā€);
          D.E. 1221 at 18 (ā€œMe either, but I rather FW the zone cause Dodo
          and Mullet got the loud dimes doe for $5. Weed gone live.ā€). So
          the jury could properly consider his juvenile conduct. See Cruz, 805
          F.2d at 1475–76. Mr. Jones’ conviction for Count 2 stands. 28
                We affirm the convictions of Jerimaine Bryant and Messrs.
          Rodriguez, Ingram, and Jones on Count 2.


          28 Mr. Ingram, Mr. Graham, and Mr. Walker sought to adopt this particular

          argument by Mr. Jones. But whether a defendant’s individual post-juvenile
          conduct can sustain a conviction for Count 2 is a fact-specific inquiry that re-
          quires independent briefing. See, e.g., United States v. Khoury, 901 F.2d 948, 963
          n.13 (11th Cir. 1990). We therefore need not address the FDJA argument for
          these defendants.
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          19-10332                 Opinion of the Court                          111

                                          C. COUNT 10
                 Mr. Rodriguez challenges the sufficiency of evidence for his
          conviction on Count 10, possession of a firearm in furtherance of a
          drug trafficking crime. See 18 U.S.C. § 924(c). He attempts to rely
          on Rosemond, 572 U.S. at 77–78 (holding that, to aid and abet the
          offense of using a firearm during a drug trafficking offense, the de-
          fendant must know beforehand that one of his co-defendants will
          carry a gun), to argue that he lacked the requisite advance
          knowledge of Mr. Ingram’s firearm possession. But that argument
          is a nonstarter. As the government correctly points out, Mr. Rodri-
          guez was convicted of a substantive § 924(c) offense, and not of aid-
          ing and abetting someone else’s § 924(c) offense.
                   In addition, Mr. Rodriguez challenges the evidence that he
          possessed a firearm at all. See United States v. Woodard, 531 F.3d
          1352, 1362 (11th Cir. 2008) (stating that, to prove a § 924(c) offense,
          the government must establish the defendant knowingly possessed
          a firearm in furtherance of a drug trafficking crime). As to his own
          possession, however, there is no sufficiency problem. Mr. Rodri-
          guez admitted that the firearm found at the residence belonged to
          him. See Gov. Exh. 110 at 41 (ā€œ[The gun is] just for protection, bro.
          I, if I need it, I, I use it, yeah, I use it.ā€); D.E. 833-16 at 9, 29 (ā€œ[The
          gun] was mine.ā€). Accordingly, Mr. Rodriguez’s challenge to the
          § 924(c) conviction fails.
                                          D. COUNT 11
               Mr. Graham and Curtis Bryant challenge their convictions
          on Count 11 for attempted possession of a controlled substance on
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          112                    Opinion of the Court                 19-10332

          June 1, 2016, with the intent to distribute, in violation of 21 U.S.C.
          § 846. The indictment alleged that, pursuant to 21 U.S.C. §
          841(b)(1)(C), ā€œthis violation involved a mixture and substance con-
          taining a detectable amount of . . . ā€˜crack cocaine.ā€™ā€ D.E. 193 at 16.
          The defendants argue that, because the evidence at trial showed
          only that the controlled buy constituting the charged conduct in-
          volved marijuana and not crack cocaine, they were entitled to a
          judgment of acquittal.
                 The government argues that the defendants’ argument is
          flawed because a conviction for an inchoate offense under § 846
          may rest on any controlled substance. We agree. In United States
          v. Achey, 943 F.3d 909, 913–14 (11th Cir. 2019), we explained the
          interplay between § 841 and § 846. While § 841(a)(1) makes it a
          crime to intentionally distribute a controlled substance, § 846
          makes it a crime to conspire or attempt to violate § 841(a)(1), and
          § 841(b)(1) merely provides the penalties for such inchoate viola-
          tions. See id.
                 To establish a conspiracy offense under § 846, the govern-
          ment need only prove that a defendant agreed to possess and dis-
          tribute what he knew was a controlled substance. See id. ā€œThe
          specific type of drug involved is not an element of [a conspiracy
          offense under] § 841(a) but is instead ā€˜relevant only for sentencing
          purposes.ā€™ā€ Id. (citing United States v. Rutherford, 175 F.3d 899, 906
          (11th Cir. 1999)).
                 We conclude that the same holds true for an attempt under
          § 846, which like conspiracy is an inchoate offense. First,
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          19-10332               Opinion of the Court                       113

          impossibility is not a defense to an attempt offense under § 846. See
          United States v. Everett, 700 F.2d 900, 904 (3d Cir. 1983). Indeed, we
          have upheld a § 846 attempt conviction which was based on a trans-
          action involving only sham cocaine. See United States v. McDowell,
          705 F.2d 426, 427–28 (11th Cir. 1983). Second, for inchoate § 846
          offenses like attempt and conspiracy, ā€œthe government need only
          prove that the defendant had knowledge that he was dealing with
          a controlled substance, not that he had knowledge of the specific
          controlled substance.ā€ United States v. Woods, 210 F.3d 70, 77 (1st
          Cir. 2000) (conspiracy and attempt).
                  Absent some sentencing issues that the defendants do not
          raise here, see, e.g., Achey, 943 F.3d at 914 n.5, the government did
          not have to prove mens rea as to a specific controlled substance at
          trial for the § 846 attempt charge. Consequently, there was suffi-
          cient evidence to convict Mr. Graham and Curtis Bryant on Count
          11.
                                       E. COUNT 22
                 Messrs. Rodriguez and Ingram attack their convictions on
          Count 22, which charged them with possession of a controlled sub-
          stance with the intent to distribute on May 9, 2017, in violation of
          21 U.S.C. § 841(a)(1). The evidence, however, was sufficient.
                 To establish a violation of § 841(a)(1), the government has
          to prove that the defendant ā€œ(1) knowingly (2) possessed [a con-
          trolled substance] (3) with intent to distribute it.ā€ United States v.
          Harris, 20 F.3d 445, 453 (11th Cir. 1994). Such possession may be
          actual or constructive, and constructive possession requires a
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          114                    Opinion of the Court                  19-10332

          showing that ā€œa defendant maintained dominion or control over
          the drugs or over the premises where the drugs are located.ā€ Id.
                  Mr. Rodriguez argues that, without the evidence illegally
          seized from the residence he shared with Mr. Ingram on May 9,
          2017, the government had insufficient evidence to establish his con-
          structive possession of the drugs found in the home’s safe. But we
          have already concluded that this evidence was not subject to sup-
          pression. The government therefore properly introduced the evi-
          dence it found in his shared home, including a copy of his birth
          certificate, a scale, and a safe containing bulk and individually-pack-
          aged drugs (crack cocaine and marijuana) and cash. There was also
          his admission during his post-arrest interrogation that the drugs
          were his. This evidence soundly established his dominion over the
          place where the safe with the drugs was found, as well as his intent
          to distribute the drugs inside. Accordingly, there was sufficient ev-
          idence to support Mr. Rodriguez’s conviction on Count 22.
                 The sufficiency challenge by Mr. Ingram fails for the same
          reasons. He attempted, and failed, to suppress the evidence seized
          from the shared residence. And that search also yielded a copy of
          Mr. Ingram’s birth certificate and Social Security card. Although
          Mr. Ingram denies that the drugs found in the safe were his, officers
          found him in possession of narcotics, and there was evidence (in
          the form of testimony and text messages) linking him to the sale of
          drugs. See, e.g., D.E. 1208 at 209–10 (Mr. Coakley: ā€œI seen [Mr. In-
          gram] serve from Ike era to the time he got arrested. . . . [He] been
          serving for a long period of time . . . with [Mr. Rodriguez].ā€); D.E.
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          19-10332                Opinion of the Court                         115

          1205 at 162 (Mr. Grimes: ā€œI don’t remember the time and the date,
          but I seen [Mr. Ingram selling drugs].ā€); D.E. 1218 at 49 (Mr. Rodri-
          guez to Mr. Ingram: ā€œWhat’s up with the loud for [Mr. Hayes].ā€).
          Consequently, a rational juror could have found Mr. Ingram guilty
          of possession of a controlled substance with the intent to distribute
          based on the drugs found in the shared residence.
                                VIII. CUMULATIVE ERROR
                As a final matter relating to the convictions, Jerimaine Bry-
          ant, Curtis Bryant, and Messrs. Rodriguez, Graham, Walker, and
          Hayes contend that they are entitled to reversal of their convictions
          based on the doctrine of cumulative error. They are not.
                  ā€œThe cumulative error doctrine provides that an aggregation
          of non-reversible errors (i.e., plain errors failing to necessitate re-
          versal and harmless errors) can yield a denial of the constitutional
          right to a fair trial, which calls for reversal.ā€ United States v. Baker,
          432 F.3d 1189, 1223 (11th Cir. 2005) (citation and internal quotation
          marks omitted), abrogated on other grounds by Davis v. Washington,
          547 U.S. 813 (2006). ā€œThe harmlessness of cumulative error is de-
          termined by conducting the same inquiry as for individual error—
          courts look to see whether the defendant’s substantial rights were
          affected.ā€ Id. (citing United States v. Rivera, 900 F.2d 1462, 1470 (10th
          Cir. 1990) (en banc)). ā€œThe cumulative prejudicial effect of many
          errors may be greater than the sum of the prejudice caused by each
          individual error,ā€ and we consider factors such as: (1) ā€œthe nature
          and number of the errors committed;ā€ (2) ā€œtheir interrelationship,
          if any, and combined effect;ā€ (3) ā€œhow the district court dealt with
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          116                       Opinion of the Court                     19-10332

          the errors as they arose (including the efficacy—or lack of effi-
          cacy—of any remedial efforts);ā€ (4) ā€œthe strength of the govern-
          ment’s case[;]ā€ and (5) ā€œthe length of trial.ā€ Id. (citations omitted).
                 There are not, however, any guilt-phase errors to aggregate
          unrelated to the Count 1 RICO conspiracy charge. The district
          court’s wrongful sequestration of Ms. Bryant could have only been
          prejudicial for purposes of the RICO conspiracy, as she was going
          to dispute Mr. Coakley’s testimony that Mr. Glass murdered Mr.
          Johnson. See D.E. 193 at 6, 8 (indictment charging that the racket-
          eering activity included murder). And the exclusion of Dr. de la
          Cruz also went to the Count 1 convictions. We are already setting
          aside the convictions on Count 1 due to the erroneous exclusion of
          Dr. de la Cruz. As for the possible errors in allowing improper Rule
          702 opinions by Sgt. Kelly and Agent Perez on a couple of terms,
          those opinions were far too insignificant to have any serious effect
          on defendants’ convictions.
                                       IX. SENTENCING
                 Having concluded our review of the errors alleged by the
          defendants before and during trial, we reach the sentencing phase
          of the case. As a general matter, we review the application or in-
          terpretation of the Sentencing Guidelines de novo and findings of
          fact for clear error. See United States v. Grant, 397 F.3d 1330, 1332
                              29
          (11th Cir. 2005).


          29 Before beginning our analysis, we note that at times the district court did
          not explicitly make specific factual findings that underpin its sentencing
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          19-10332                   Opinion of the Court                               117

                    A. BASE OFFENSE LEVEL FOR THE RICO CONSPIRACY
                 We start with Curtis Bryant and Jerimaine Bryant, who chal-
          lenge the district court’s calculation of their base offense levels for
          their Count 1 RICO convictions. The base offense level for a RICO
          violation is 19 or ā€œthe offense level applicable to the underlying
          racketeering activity,ā€ whichever is greater. See U.S.S.G. § 2E1.1(a).
          Here, one of the underlying racketeering offenses was premedi-
          tated murder, see D.E. 193 at 6, 8, and the government proved the
          murders of Mr. Hallman and Mr. Johnson at trial. See D.E. 1205 at
          27–30; D.E. 1206 at 174–77; D.E. 1207 at 30–33, 165–68; D.E. 1213
          at 18–22, 43–49. Accordingly, for each defendant the district court
          calculated a base offense level of 43 based on the underlying predi-
          cate offense of murder, pursuant to U.S.S.G. § 2A1.1. 30
                 The base offense level for Curtis Bryant stemmed from the
          murder of Mr. Hallman. He first argues that he did not commit
          murder because he was acting in defense of his associate, Anthony
          Nixon. Under Florida law, a person is justified in using deadly force
          if he reasonably believes that using such force ā€œis necessary to pre-
          vent imminent death or great bodily harm to . . . another[.]ā€ Fla.


          decisions. This lack of specific findings is not fatal where, as here, ā€œit is clear
          from the record what evidence the court credited in makingā€ its sentencing
          decisions. See United States v. Bradley, 644 F.3d 1213, 1293 (11th Cir. 2011).
          30 We address the challenges to the Count 1 base offense level in case the mur-
          ders of Mr. Hallman and Mr. Johnson are relevant to the resentencing of Cur-
          tis Bryant and Jerimaine Bryant and the government chooses not to retry
          Count 1.
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          118                    Opinion of the Court                  19-10332

          Stat. § 776.012(2) (2021). The determination of whether the force
          is justified is an ā€œobjective evaluationā€ of the conduct of the person
          ā€œbased on the circumstances as they appeared to [him] at the time
          of the altercation[.]ā€ Bouie v. State, 292 So. 3d 471, 481 (Fla. 2d DCA
          2020).
                  The district court’s determination that Curtis Bryant mur-
          dered Mr. Hallman is a finding of fact subject to clear error review.
          See United States v. Crawford, 906 F.2d 1531, 1535–36 (11th Cir. 1990)
          (district court’s finding that the defendant attempted to commit
          murder constituted a factual finding reviewed for clear error). Cur-
          tis Bryant cannot show that the district court’s finding constituted
          clear error. The parties agree that shortly before Curtis Bryant shot
          him, Mr. Hallman had shot (and struck) Mr. Nixon, who was 15
          years old at the time. But according to Ms. Houser, Curtis Bryant
          did not emerge from his house with a gun in his hand until after
          Mr. Hallman had shot Mr. Nixon and fled the scene. Consistent
          with this testimony, the medical examiner concluded that Mr. Hall-
          man had been shot in the back. Jerimaine Bryant lauded Curtis
          Bryant for the shooting, and the following day Curtis Bryant him-
          self bragged that Mr. Hallman ā€œdidn’t even see it coming.ā€ D.E.
          1229 at 145. Given this evidence, the district court did not clearly
          err in finding for purposes of sentencing that Curtis Bryant had
          committed murder under Florida law.
                Curtis Bryant next argues that he lacked premeditation
          when he killed Mr. Hallman. Under Florida law, premeditation
          may form ā€œa moment before the actā€ so long as there is ā€œa sufficient
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          19-10332                Opinion of the Court                         119

          length of time to permit reflection as to the nature of the act[.]ā€
          Preston v. Sec’y, Fla. Dep’t of Corr., 785 F.3d 449, 464 (11th Cir. 2015)
          (quoting Kocaker v. State, 119 So. 3d 1214, 1226 (Fla. 2013)).
          ā€œWhether [a] defendant committed or attempted a murder with
          premeditation is a question of fact.ā€ United States v. Henry, 106 F.4th
          763, 769 (8th Cir. 2024) (citation and internal quotation marks com-
          mitted). The district court did not clearly err in finding that Curtis
          Bryant committed premediated murder by emerging from the
          house with his gun and shooting Mr. Hallman in the back while he
          was fleeing.
                    Jerimaine Bryant contends that the district court plainly
          erred in using U.S.S.G. § 2A1.1(a) to calculate his base offense level
          because he did not participate in a murder. It is well established,
          however, that a RICO conspirator may be held accountable for his
          co-conspirator’s actions if they were reasonably foreseeable and in
          furtherance of the conspiracy, even if he did not personally partic-
          ipate in those actions. See United States v. Bradley, 644 F.3d 1213,
          1297 (11th Cir. 2011). See also U.S.S.G. § 1B1.3(a)(1)(B) (stating that
          when an offense involves ā€œjointly undertaken criminal activity,ā€ rel-
          evant conduct includes ā€œall acts and omissions of others that were
          . . . in furtherance that criminal activity and reasonably foreseeable
          in connection with that criminal activityā€).
                There is no claim by Jerimaine Bryant that Mr. Johnson’s
          murder was not reasonably foreseeable or not in furtherance of the
          conspiracy. Given Mr. Grimes’ testimony that Jerimaine Bryant
          urged Mr. Glass to murder Mr. Johnson, the district court did not
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          120                       Opinion of the Court                     19-10332

          plainly err in calculating Jerimaine Bryant’s base offense level for
          Count 1 under § 2A1.1(a).
                                       B. DRUG QUANTITY
                 Curtis Bryant and Messrs. Walker and Graham challenge, on
          several grounds, the district court’s sentencing determination that
          they were responsible for between 2.8 and 8.4 kilograms of crack
          cocaine. As explained below, we find no clear error in the district
          court’s drug quantity attribution. See United States v. Reeves, 742
          F.3d 487, 506 (11th Cir. 2014) (stating that drug quantity attribution
          is subject to clear error review).   31




                 The defendants’ base offense level for Count 2 under the
          Sentencing Guidelines rested on drug type and quantity. See
          U.S.S.G. § 2D1.1(a)(5), (c). Where, as here, the amount of drugs
          seized did not reflect the scale of the narcotics offense, the district
          court had to estimate the quantity that was attributable. See Dixon,
          901 F.3d at 1349; U.S.S.G. § 2D1.1, cmt. n.5.
                 ā€œIn estimating the quantity, the [district] court may rely on
          evidence demonstrating the average frequency and amount of a
          defendant’s drug sales over a given period of time.ā€ Reeves, 742
          F.3d at 506. ā€œThis determination may be based on fair, accurate,
          and conservative estimates of the drug quantity attributable to a


          31 Numerous other defendants attempt to adopt the challenges of Mr. Walker,

          Curtis Bryant, and Mr. Graham to the district court’s drug quantity attribu-
          tion. But this is a fact-specific, individualized issue that cannot be adopted
          without independent briefing. See, e.g., Khoury, 901 F.2d at 963 n.13.
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          19-10332               Opinion of the Court                      121

          defendant, but it cannot be based on calculations of drug quantities
          that are merely speculative.ā€ Id. (alteration adopted) (quoting
          United States v. Almedina, 686 F.3d 1312, 1316 (11th Cir. 2012)). The
          government bears the burden of proving drug quantity by a pre-
          ponderance of the evidence. See id.
                 The district court’s overall drug quantity finding was not
          clearly erroneous. At trial, the government presented evidence
          that the Count 2 narcotics conspiracy, as alleged in the indictment,
          spanned from 2000 until 2017. Based on the testimony of Mr.
          Grimes and Mr. Coakley, the former DSBF members, the gang’s
          estimated daily drug sales ranged from 14 to 28 grams of crack co-
          caine from 2000 until 2010. After 2010, daily drug sales peaked at
          42 grams until mid-2013. Eventually, drug sales dwindled to seven
          grams per week by 2016.
                 Taking the lowest estimated figures for daily sales based on
          this testimony, the DSBF sold at least five kilograms of crack co-
          caine per year from 2000 through mid-2013, and 364 grams per year
          in the less successful period that followed. And it sold the drugs
          out of a common location, the South Gwen Cherry complex, ren-
          dering the group’s total sales foreseeable to Curtis Bryant and
          Messrs. Walker and Graham, all of whom participated in and were
          members of the drug conspiracy. On this record, the district
          court’s overall finding of between 2.8 and 8.4 kilograms of crack
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          122                      Opinion of the Court                    19-10332

          cocaine did not constitute clear error. See Almedina, 686 F.3d at
          1315. 32
                The defendants next challenge the district court’s calcula-
          tion by focusing on the timing of their affiliation with the DSBF.
          We discuss each one separately.
                   Reasonable foreseeability is not enough to attribute a quan-
          tity of drugs to a defendant who was a member of a narcotics con-
          spiracy. In ā€œthe case of a jointly undertaken criminal activity,ā€ a
          defendant is responsible for ā€œall acts and omissions of others that
          were (i) within the scope of the jointly undertaken criminal activ-
          ity, (ii) in furtherance of that criminal activity, and (iii) reasonably
          foreseeable in connection with that criminal activity.ā€ U.S.S.G. §
          1B1.3(a)(1)(B). See United States v. Reese, 67 F.3d 902, 907 (11th Cir.
          1995) (ā€œ[D]efendants are only accountable for other conduct that
          was reasonably foreseeable and within the scope of the criminal ac-
          tivity that the defendant agreed to undertake.ā€).
                 Mr. Walker argues that his ā€œinvolvement began with his ar-
          rest on January 30, 2015, and concluded with the return of the in-
          dictment on May 5, 2017,ā€ such that he was only accountable for
          824 grams of crack cocaine. See M. Walker Reply Br. at 25. The
          government, however, established by a preponderance of the


          32 At 14 grams per day over 365 days, the estimated per-year sum from 2000

          through mid-2013 was 5.1 kilograms, or over 60 kilograms in total for that
          period. At seven grams per week over 52 weeks, the estimated per-year total
          from mid-2013 to 2017 was 364 grams, or over one kilogram in total. The
          district court’s calculation was well below these numbers.
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          19-10332                Opinion of the Court                         123

          evidence that Mr. Walker joined the conspiracy as early as July of
          2012, when he began self-identifying with the DSBF on social me-
          dia. He downplays this self-identification as ā€œinnocuous expres-
          sions,ā€ see id. at 24, but outsiders were subject to violence for falsely
          claiming membership. And he cannot fault the district court’s con-
          sideration of the testimony from Mr. Coakley and Mr. Grimes, as
          it ā€œwas entitled to rely on the cooperators’ testimony.ā€ Dixon, 901
          F.3d at 1349.
                 Holding Mr. Walker accountable for at least 2.8 kilograms
          of crack cocaine was not clearly erroneous. During the first several
          years that he was associated with DSBF, a conservative estimate of
          the group’s total sales was over five kilograms per year.
                  Curtis Bryant asserts that he should not be held accountable
          for crack cocaine sold during the three years he spent in prison after
          joining the DSBF in 2010. The evidence, however, showed that he
          joined the narcotics conspiracy as early as 2010 and, other than his
          self-serving assertion to the contrary, he provided no evidence to
          establish that he withdrew from the conspiracy when he went to
          prison.
                 For purposes of the Sentencing Guidelines, a defendant gen-
          erally has the burden of proving his affirmative withdrawal from a
          conspiracy. See United States v. Young, 39 F.3d 1561, 1570 (11th Cir.
          1994) (discussing a defendant’s contention of withdrawal before the
          Sentencing Guidelines went into effect). ā€œNeither arrest nor incar-
          ceration automatically triggers withdrawal from a conspiracy,ā€
          Richardson, 532 F.3d at 1285 n.1 (citation omitted), and the district
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          124                     Opinion of the Court                  19-10332

          court explained as much: ā€œThe fact that [Curtis Bryant was] in jail
          doesn’t mean he’s not part of the conspiracy.ā€ D.E. 1252 at 18. See
          also United States v. Dabbs, 134 F.3d 1071, 1083 (11th Cir. 1998)
          (holding that a defendant was accountable at sentencing for losses
          within the scope of the conspiracy because he did not establish his
          withdrawal).
                 In response, Curtis Bryant counters that the district court
          ā€œnever made individualized findings.ā€ C. Bryant Reply Br. at 18.
          But it expressly overruled his objection, which mirrored the pre-
          sent argument on appeal, and found that the amount attributable
          to him was ā€œconservatively estimated.ā€ D.E. 1252 at 19, 27. We
          see no clear error in its finding. See United States v. $242,484.00, 389
          F.3d 1149, 1154 (11th Cir. 2004) (en banc) (ā€œ[W]e and other federal
          appellate courts have inferred from a district court’s explicit factual
          findings and conclusion implied factual findings that are consistent
          with its judgment although unstated.ā€).
                 Mr. Graham contends that his involvement spanned from
          2012 until 2017, and therefore he was only theoretically responsible
          for 2.4 kilograms of crack cocaine. This timespan, he posits,
          equated to 29% of the conspiracy’s duration, such that he should
          only be held responsible for 29% of the total amount the court at-
          tributed to him. His argument misses the mark.
                 For starters, the DSBF’s yearly sales from 2012 to 2017 were
          variable and not static, so a raw, percentage-based calculation
          ((time involved in the conspiracy Ć· the total length of the conspir-
          acy) x total drug quantity) does not accurately represent the
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          19-10332                  Opinion of the Court                             125

          amount sold over a given timeframe. And for at least the first year
          and a half of Mr. Graham’s professed involvement, the government
          established by a preponderance of the evidence that the sales ex-
          ceeded five kilograms per year, easily satisfying the amount the dis-
          trict court attributed to him. The district court did not clearly err
          in finding Mr. Graham responsible for between 2.8 and 8.4 kilo-
          grams of crack cocaine.
                                  C. POSSESSION OF A FIREARM
                 Messrs. Walker and Graham contend that the district court
          erred in applying a two-level enhancement for possession of a fire-
          arm in connection with a narcotics offense. See U.S.S.G. §
          2D1.1(b)(1). They argue, in part, that the enhancement should not
          apply because the evidence was insufficient to show that they per-
          sonally possessed a firearm.      33




          33 Messrs. Walker and Graham note that the jury acquitted them of their sub-

          stantive charges of possession of a firearm in furtherance of a drug trafficking
          crime, but acknowledge that, under our precedent, a district court may con-
          sider acquitted conduct in calculating their sentences. See United States v.
          Hamaker, 455 F.3d 1316, 1336 (11th Cir. 2006). They nevertheless raise the
          issue to preserve it for appeal. Because ā€œ[o]ne panel of this Circuit cannot
          overrule another panel’s decision,ā€ United States v. Rushin, 844 F.3d 933, 942
          (11th Cir. 2016) (citation omitted), we reject the defendants’ acquitted-conduct
          argument.
          In closing, we note that the Sentencing Commission has enacted an amend-
          ment to U.S.S.G. § 1B1.3 that limits the use of ā€œacquitted conductā€ at sentenc-
          ing. See U.S. Sentencing Commission Adopted Amendments to the Sentenc-
          ing Guidelines (Apr. 17, 2024). The amendment will go into effect on Novem-
          ber 1, 2024, unless Congress disapproves it.
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          126                    Opinion of the Court                 19-10332

                                 1. GENERAL PRINCIPLES
                 The Sentencing Guidelines provide for a two-level sentence
          enhancement ā€œ[i]f a dangerous weapon (including a firearm) was
          possessed[.]ā€ U.S.S.G. § 2D1.1(b)(1). The commentary for
          § 2D1.1(b)(1) provides that ā€œ[t]he enhancement should be applied
          if the weapon was present, unless it is clearly improbable that the
          weapon was connected with the offense.ā€ § 2D1.1(b)(1), cmt.
          n.11(A). ā€œWe review ā€˜the district court’s findings of fact under §
          2D1.1(b)(1) for clear error, and the application of the Sentencing
          Guidelines to those facts de novo.ā€™ā€ United States v. Pham, 463 F.3d
          1239, 1245 (11th Cir. 2006) (citing United States v. Gallo, 195 F.3d
          1278, 1280 (11th Cir. 1999)).
                  The government bears the initial burden of showing by a
          preponderance of the evidence that a firearm was present at the
          site of the charged conduct or that the defendant possessed a fire-
          arm during conduct related to the offense of conviction. See United
          States v. Stallings, 463 F.3d 1218, 1220 (11th Cir. 2006). Proximity
          between guns and drugs alone is sufficient for the government to
          meet that initial burden. See United States v. Carillo-Ayala, 713 F.3d
          82, 91–92 (11th Cir. 2013). If the government meets its initial bur-
          den, ā€œthe evidentiary burden shifts to the defendant, who must
          demonstrate that a connection between the weapon and the of-
          fense was ā€˜clearly improbable.ā€™ā€ Stallings, 463 F.3d at 1220 (quoting
          United States v. Audain, 254 F.3d 1286, 1289 (11th Cir. 2001)).
                 A firearm enhancement may also apply to a defendant when
          the firearm is possessed by a co-conspirator. See Pham, 463 F.3d at
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          19-10332              Opinion of the Court                      127

          1245. In that situation, the government must show that ā€œ(1) the
          possessor of the firearm was a co-conspirator, (2) the possession
          was in furtherance of the conspiracy, (3) the defendant was a mem-
          ber of the conspiracy at the time of possession, and (4) the co-con-
          spirator possession was reasonably foreseeable by the defendant.ā€
          Id.
                           2. MESSRS. WALKER AND GRAHAM
                 As to Mr. Walker, the evidence was sufficient to support the
          application of the firearm enhancement. Specifically, Sgt. Kelly tes-
          tified that she and another officer observed Mr. Walker during a
          controlled drug buy in January of 2015. When one officer noticed
          Mr. Walker with a gun, the authorities moved in and a chase en-
          sued, leading into an apartment where Sgt. Kelly saw Mr. Walker
          toss the gun into the kitchen sink before he was apprehended. A
          search of the apartment revealed a second gun, small bags of ma-
          rijuana, and money. This apartment belonged to Mr. Walker’s
          grandmother, but it was where he was ā€œstaying.ā€ D.E. 1203 at 97–
          98, 101.
                 Mr. Walker argues that Sgt. Kelly’s testimony is insufficient
          to show either that he possessed the firearm during the transaction
          or that he was the person who sold the drugs. But it is enough that
          the firearms were present at the site of the charged conduct. See
          Carillo-Ayala, 713 F.3d at 90. And Mr. Walker cannot show that it
          was ā€œclearly improbableā€ that the firearms were connected to the
          drugs, which were in close proximity to each other. See id. See also
          United States v. Hall, 46 F.3d 62, 63–64 (11th Cir. 1995) (affirming
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          128                       Opinion of the Court                     19-10332

          application of a firearm enhancement where a handgun was found
                                                                               34
          in the same room with other drug paraphernalia and cash).
                 Turning to Mr. Graham, the district court explained at sen-
          tencing that it was applying the enhancement because firearms
          were used during the DSBF’s drug transactions at the South Gwen
          Cherry complex and, therefore, it was reasonably foreseeable to
          Mr. Graham that his co-conspirators would possess firearms during
          those transactions. Mr. Graham, however, abandoned on appeal
          any challenge to the application of the firearm enhancement on
          that ground. We therefore affirm the application of the enhance-
          ment. See Sapuppo, 739 F.3d at 680.
                  But even putting abandonment aside, the record shows that
          Messrs. Graham and Walker communicated about drug trafficking
          activities and exchanging guns. Mr. Graham also was present at the
          controlled buy in January of 2015. The record therefore supports
          a finding that Mr. Walker’s firearm possession was reasonably fore-
          seeable to Mr. Graham and part of the jointly-undertaken criminal
          activity. We therefore conclude that the district court did not
          clearly err in applying the firearm enhancement to Mr. Graham.
                                      D. USE OF VIOLENCE




          34 Curtis Bryant purports to adopt Mr. Walker’s argument on this issue.   But
          he cannot do so because the application of the firearm enhancement is a fact-
          specific inquiry for a defendant, and therefore requires independent briefing.
          See, e.g., Khoury, 901 F.2d at 963 n.13.
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          19-10332                  Opinion of the Court                            129

                 Jerimaine Bryant and Messrs. Walker, Graham, and Jones
          challenge the district court’s application of a two-level enhance-
          ment based on its findings that each defendant ā€œused violence,
          made a credible threat to use violence, or directed the use of vio-
          lence[.]ā€ U.S.S.G. § 2D1.1(b)(2). The district court applied the en-
          hancement to each defendant based on separate violent threats or
          incidents.
                 We review the district court’s findings of fact under the use-
          of-violence enhancement for clear error and its application of the
          Sentencing Guidelines de novo. See United States v. Yuk, 885 F.3d 57,
          82 (2d Cir. 2018); Pham, 463 F.3d at 1245. We discuss each defendant
          and his respective incident of violence.35
                 The district court applied the use-of-violence enhancement
          to Jerimaine Bryant because he struck a community member in the
          head with a boot for speaking with the police. Bryant does not
          contend that the district court clearly erred in basing the enhance-
          ment on this incident. Instead, he focuses on his lack of

          35 Curtis Bryant attempts to adopt Mr. Walker’s argument on this issue.     But
          whether a defendant used violence is an individualized factual inquiry that de-
          pends on his conduct. Curtis Bryant therefore cannot simply adopt Mr.
          Walker’s argument on this point. See, e.g., Khoury, 901 F.2d at 963 n.13. Cf.
          United States v. Cooper, 203 F.3d 1279, 1285 n.4 (11th Cir. 2000) (stating that
          sufficiency-of-the-evidence arguments are ā€œtoo individualized to be generally
          adoptedā€). This is especially so where, as here, the district court applied the
          enhancements to each defendant based on separate violent incidents. Compare
          D.E. 1246 at 19 (applying the enhancement to Mr. Walker based on social me-
          dia activity), with D.E. 1252 at 23–26 (applying the enhancement to Curtis Bry-
          ant based on his participation in a murder).
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          130                     Opinion of the Court                  19-10332

          participation in other violent acts. This argument is insufficient to
          disturb the district court’s determination. A single incident of vio-
          lence is enough. See United States v. Barronette, 46 F.4th 177, 209 (4th
          Cir. 2022) (affirming the application of the use-of-violence en-
          hancement based on a threat to hit a person in the head).
                  With respect to Mr. Walker, the district court applied the
          use-of-violence enhancement after considering social media evi-
          dence. Following an incident where some rivals ā€œtr[ie]d to jump
          [another DSBF member],ā€ Mr. Walker posted a request for a ā€œ[gun]
          we can use to spook them n****s out with we know [where] they
          be at.ā€ Gov’t Exh. 317 at BSN 7865; D.E. 1246 at 19–20. The district
          court determined that Mr. Walker’s request for a firearm to
          ā€œspookā€ others was a credible threat of violence sufficient to satisfy
          § 2D1.1(b)(2). This finding was not clearly erroneous. See United
          States v. Sykes, 854 F.3d 457, 460–61 (8th Cir. 2017) (upholding the
          application of the use-of-violence enhancement based on a defend-
          ant’s statement to a confidential source that he would find and kill
          the thief who stole drugs from him).
                 For Mr. Graham, the district court applied the use-of-vio-
          lence enhancement based on testimony from Mr. Coakley that he
          and Mr. Graham robbed a Metro PCS store together and that Mr.
          Graham was the one brandishing a firearm. See D.E. 1250 at 5–6.
          Mr. Graham argues that Mr. Coakley’s testimony regarding the
          robbery was unreliable because he initially told the authorities that
          they rode bikes to the Metro PCS store, whereas at trial he testified
          that they drove to the store in a car. According to Mr. Graham, this
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          19-10332               Opinion of the Court                       131

          inconsistency shows that the government failed to prove that he
          robbed the store by a preponderance of evidence.
                 We reject Mr. Graham’s argument. The district court could
          have disbelieved Mr. Coakley about Mr. Graham’s brandishing of
          the gun, but it was not required to. Moreover, Mr. Graham could
          have brought a gun to the robbery regardless of how he and Mr.
          Coakley traveled to get to the Metro PCS store. Because we defer
          to the district court’s credibility determinations, this inconsistency
          is not enough to render its finding clearly erroneous. See United
          States v. Ramirez-Chilel, 289 F.3d 744, 749 (11th Cir. 2002) (ā€œ[T]he
          fact finder personally observes the testimony and is thus in a better
          position than a reviewing court to assess the credibility of wit-
          nesses.ā€).
                 The district court applied the use-of-violence enhancement
          to Mr. Jones based on his involvement in the narcotics conspiracy;
          it found that he was ā€œon notice that this was a violent groupā€ and
          worked together with others who robbed a rival drug dealer. See
          D.E. 1260 at 15–16, 25–26. The government concedes that Mr.
          Jones did not personally use violence or make threats but contends
          that the fact that the co-conspirators brought the spoils of the rob-
          bery to Mr. Jones supports an inference that he directed or encour-
          aged their violence. We disagree with the government.
                 The Sentencing Guidelines allow for the application of an
          enhancement based on the actions of a defendant’s co-conspirators
          if those acts are reasonably foreseeable and within the scope of
          jointly-undertaken criminal activity, but only ā€œin the absence of
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          132                      Opinion of the Court                     19-10332

          more explicit instructions in the context of a specific guideline[.]ā€
          U.S.S.G. § 1B1.3, cmt. background. The language of the use-of-vi-
          olence enhancement provides the required explicit instructions
          here by framing the inquiry on whether ā€œthe defendant used vio-
          lence, made a credible threat to use violence, or directed the use of
          violence[.]ā€ U.S.S.G. § 2D1.1(b)(2) (emphasis added). Unlike other
          guideline provisions, § 2D1.1(b)(2) does not ask whether ā€œviolence
          was usedā€ or whether ā€œthe offense involved violence.ā€36
                 Based on the language of § 2D1.1(b)(2), we must focus on
          Mr. Jones’ own conduct. Absent any use or threatened use of vio-
          lence by Mr. Jones, or his directing the use of violence, the district
          court could not base this enhancement on the actions of co-con-
          spirators. See United States v. Hernandez-Barajas, 71 F.4th 1104,
          1107–08 (8th Cir. 2023) (holding that directing the use of violence
          requires that the violence be a ā€œreasonably foreseeableā€ conse-
          quence of the defendant’s affirmative acts, and compiling cases to
          that effect).
                 The evidence was insufficient to sustain the use-of-violence
          enhancement as to Mr. Jones. All we have is the government’s bare
          assertion that the delivery of the drugs to Mr. Jones, without more,
          evinced his direction of the violence. Although the presentence
          investigation report stated that Mr. Jones was known as ā€œthe weed
          manā€ and that he was involved in resale of the drugs after the

          36 A number of other enhancements in the Sentencing Guidelines focus on the

          offense and not the defendant’s own actions. See, e.g., U.S.S.G. §§ 2A3.2(c),
          2B1.1(b)(11), 2D1.1(b)(1), 2H2.1(a)(1).
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          19-10332               Opinion of the Court                        133

          robbers delivered the marijuana, see D.E. 868 ¶¶ 67, 80 & D.E. 1213
          at 36, his role as a seller of stolen narcotics does not alone serve as
          an open invitation for others to bring him the proceeds of their vi-
          olent conduct. Without some evidence of such an arrangement,
          this is an evidentiary bridge too far. That is to say, the use-of-vio-
          lence by others was not a reasonably foreseeable consequence of
          Mr. Jones’ own acts. See Hernandez-Barajas, 71 F.4th at 1107–08. We
          therefore conclude that the district court clearly erred in its appli-
          cation of the two-level use-of-violence enhancement to Mr. Jones.
          We vacate his sentence and remand for resentencing.
                               E. OBSTRUCTION OF JUSTICE
                  Jerimaine Bryant and Mr. Hayes challenge the district court’s
          imposition of a two-level enhancement for obstruction of justice.
          ā€œWhether the district court properly applied the obstruction of jus-
          tice enhancement is a mixed question of law and fact.ā€ United
          States v. Johnson, 980 F.3d 1364, 1374 (11th Cir. 2020) (citation omit-
          ted).
                 The Sentencing Guidelines provide for a two-level enhance-
          ment for obstruction of justice if ā€œ(1) the defendant willfully ob-
          structed or impeded, or attempted to obstruct or impede, the ad-
          ministration of justice with respect to the investigation, prosecu-
          tion, or sentencing of the instant offense of conviction, and (2) the
          obstructive conduct related to (A) the defendant’s offense of con-
          viction and any relevant conduct; or (B) a closely related offense[.]ā€
          U.S.S.G. § 3C1.1. The enhancement is appropriate when a defend-
          ant ā€œthreaten[s], intimidat[es], or otherwise unlawfully influenc[es]
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          134                       Opinion of the Court                     19-10332

          a co-defendant, witness, or juror, directly or indirectly, or attempt[s]
          to do so[.]ā€ § 3C1.1, cmt. n.4(A).
                                      1. JERIMAINE BRYANT
                 We begin with Jerimaine Bryant. According to the presen-
          tence investigation report, in November of 2010 he struck a wit-
          ness, Shakita Frank, ā€œin retaliation for her cooperation with the law
          enforcement investigation.ā€ D.E. 915 ¶ 27. 37
                 Jerimaine Bryant argues that, looking to the four corners of
          the report, there was no evidence that his alleged conduct curtailed
          or frustrated Ms. Frank’s cooperation with the authorities. He fur-
          ther says that ā€œ[t]he cooperation had already occurred and there
          [was] no evidence that it hindered or was designed to hinder future
          cooperation since Ms. Frank did not testify at trial or at sentencing
          as to the veracity of this 2010 allegation.ā€ J. Bryant’s Br. at 42.
                 This argument fails. After all, § 3C1.1(1) includes an ā€œat-
          tempt[ ]ā€ to obstruct or impede. So the fact that the attack on Ms.
          Frank did not have its desired effect did not preclude application of
          the enhancement. See United States v. Hesser, 800 F.3d 1310, 1330–
          32 (11th Cir. 2015) (upholding enhancement for attempted witness
          intimidation); United States v. Fleming, 667 F.3d 1098, 1110–11 (10th
          Cir. 2011) (ā€œ[H]is request that Michelle tell Ms. Scott ā€˜not to be

          37 During trial, Ms. Houser testified as follows: ā€œQ: What did you talk to

          Quincy about? A: I asked him why Jerimaine beat [Ms. Frank] with a [Tim-
          berland] boot. He said she talk too fucking much, and she was trying to talk
          to the First 48. . . . Q: What is First 48, when you say that? A: The homicide
          detectives.ā€ D.E. 1213 at 51–52.
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          19-10332                Opinion of the Court                        135

          talking to anybody about this shit’ constituted an attempt to
          threaten or influence Ms. Scott and satisfied the substantial step re-
          quirement.ā€).
                                       2. MR. HAYES
                  Next, we consider Mr. Hayes’ obstruction-of-justice en-
          hancement. According to the presentence investigation report, in
          February of 2017 Mr. Hayes physically assaulted Donzell Jones at
          the Federal Detention Center in Miami because of the latter’s co-
          operation with the government. See D.E. 868 ¶ 81. Mr. Jones tes-
          tified about this incident at trial, explaining that following the inci-
          dent he did not cooperate any further. D.E. 1114 at 46.
                  Mr. Hayes argues that Mr. Jones’ testimony was Rule 404(b)
          ā€œother actā€ evidence that was never noticed by the government,
          was not relevant to the issues raised in the indictment, and was
          therefore inadmissible. But ā€œit’s well established that [i]n determin-
          ing the relevant facts, sentencing [courts] are not restricted to in-
          formation that would be admissible at trial.ā€ United States v. Bap-
          tiste, 935 F.3d 1304, 1315 (11th Cir. 2019) (citation and internal quo-
          tation marks omitted). We have explained in similar circumstances
          that otherwise inadmissible evidence ā€œis fair gameā€ as part of a dis-
          trict court’s sentencing calculus ā€œprovided that the information has
          sufficient indicia of reliability to support its probable accuracy.ā€ Id.
          (quoting U.S.S.G. § 6A1.3).
                 Significantly, Mr. Hayes does not challenge the reliability of
          Mr. Jones’ testimony. The closest he comes is his assertion that the
          ā€œtussleā€ was a ā€œmere coincidenceā€ when compared to the timing
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          136                    Opinion of the Court                19-10332

          of Mr. Jones’ cooperation. See S. Hayes Br. at 51. But this simply
          challenges the inferences that can be drawn from the evidence, and
          not the reliability of the testimony itself. Indeed, Mr. Hayes notes
          in his reply brief that ā€œthe present record . . . allows an inference
          based on the pure coincidence that [Mr.] Hayes and [Mr.] Jones
          fought at a time subsequent to [Mr.] Jones’[ ] decision to cooper-
          ate.ā€ This does not bear on reliability.
               The district court did not err in applying the obstruction en-
          hancement to Mr. Hayes based on his assault of Donzell Jones.
                                F. DISPARATE SENTENCES
                 Mr. Graham argues that the district court acted unreasona-
          bly in sentencing him to imprisonment for 60 more months than
          Mr. Ingram for similar crimes. According to Mr. Graham, Mr. In-
          gram received a lighter sentence despite playing a larger role in the
          drug conspiracy, participating in the conspiracy for a longer time,
          and having a prior criminal record.
                  We review the reasonableness of a sentence (both procedur-
          ally and substantively) for abuse of discretion. See Gall v. United
          States, 552 U.S. 38, 56 (2007). At sentencing, district courts must
          consider, among other things, ā€œthe need to avoid unwarranted sen-
          tence disparities among defendants with similar records who have
          been found guilty of similar conduct[.]ā€ 18 U.S.C. § 3553(a)(6) (em-
          phasis added). But ā€œ[d]isparity between the sentences imposed on
          codefendants is generally not an appropriate basis for relief on ap-
          peal.ā€ United States v. Regueiro, 240 F.3d 1321, 1325–26 (11th Cir.
          2001). And defendants convicted of different offenses, or subject to
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          19-10332              Opinion of the Court                      137

          different advisory guideline ranges, are not ā€œsimilarly situatedā€ for
          the purpose of considering sentencing disparities. See United States
          v. Azmat, 805 F.3d 1018, 1048 (11th Cir. 2015).
                 Messrs. Ingram and Graham were not ā€œsimilarly situatedā€
          defendants for purposes of sentencing. Mr. Ingram was found
          guilty of two drug-related charges and acquitted of the RICO con-
          spiracy charge, whereas Mr. Graham was found guilty of two drug-
          related charges and the RICO conspiracy charge. See D.E. 735; D.E.
          732. Mr. Graham also received a use-of-violence enhancement that
          Mr. Ingram did not. As a result, Mr. Graham had an advisory guide-
          lines range of 235 to 293 months’ imprisonment, compared to a
          range of 210 to 262 months’ imprisonment for Mr. Ingram. Both
          received below-guidelines sentences—228 months for Mr. Graham
          and 168 months for Mr. Ingram.
                 In short, Mr. Graham was found guilty of a more serious
          crime, and received an additional enhancement, and as a result he
          received a longer sentence. See Azmat, 805 F.3d at 1048 (ā€œDefend-
          ants convicted of more crimes or more serious offenses naturally
          receive longer prison sentences[.]ā€). Given their different convic-
          tions and circumstances, we cannot say that the district court
          abused its discretion in sentencing Mr. Graham to 60 more months
          than Mr. Ingram.
               G. THE LIFE IMPRISONMENT SENTENCES OF MR. GLASS AND
                                   JERIMAINE BRYANT
                Mr. Glass and Jerimaine Bryant argue challenge their life im-
          prisonment sentences on various grounds. Because both
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          138                   Opinion of the Court                19-10332

          defendants were convicted of the Count 1 RICO conspiracy
          charge, and because we have set aside the Count 1 convictions and
          sentences, we do not address the life imprisonment sentences.
                                   X. CONCLUSION
                 We set aside the convictions and sentences of Jerimaine Bry-
          ant, Curtis Bryant, Mr. Graham, Mr. Walker, Mr. Hayes, and Mr.
          Glass on the Count 1 RICO conspiracy charge, and remand for a
          new trial if the government chooses to retry these six defendants.
          If the government does not wish to retry the defendants on Count
          1, the district court will need to resentence them.
                 We also vacate Mr. Jones’ sentence due to the improper ap-
          plication of the use-of-violence enhancement and remand for re-
          sentencing.
                In all other respects, we affirm the defendants’ convictions
          and sentences.
              AFFIRMED IN PART, REVERSED IN PART, AND RE-
          MANDED.
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024     Page: 139 of 142




          19-10332 BRASHER, J., Concurring in Part, Dissenting in Part         1

          BRASHER, Circuit Judge, concurring in part and dissenting in part:
                I concur with almost all the majority opinion, but I dissent
          from Part V and its necessary implications for other portions of the
          opinion. The majority concludes in Part V that the district court
          abused its discretion by excluding defense expert Dr. de la Cruz’s
          testimony. I disagree.
                  The government charged the defendants with a conspiracy
          to commit racketeering through ā€œany enterpriseā€ engaged in or af-
          fecting interstate commerce. See 18 U.S.C. § 1962(d). Dr. de la Cruz
          proposed to testify that he had ā€œstudied a criminal enterprise, what
          it does, how it works, [and that the defendants’ conduct] does not
          equal thisā€; the defendants argued that ā€œregardless of the labeling
          one way or another . . . that is the crux of the testimony which
          should go to the jury.ā€ The district court explained that a problem
          with this proposed testimony was ā€œhis criteriaā€ in making his as-
          sessment: ā€œthat [enterprises] don’t have rules, that they don’t do
          this, that real . . . criminal enterprises don’t shoot themselves.ā€
          Without citing any specific portion of Fed. R. Evid. 702, the district
          court surmised: ā€œI certainly don’t think it is the subject of expert
          testimony[.]ā€
                 I think the district court was right. Dr. de la Cruz didn’t take
          the legal definition of ā€œenterpriseā€ as a given and discuss how that
          definition applied to the facts of this case; he made up his own legal
          definition of enterprise and planned to tell the jury to apply that
          definition. The district court was correct in excluding Dr. de la
          Cruz’s testimony, because an expert ā€œā€˜may not testify to the legal
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          2    BRASHER, J., Concurring in Part, Dissenting in Part 19-10332

          implications of conduct.ā€™ā€ Commodores Entm’t Corp. v. McClary, 879
          F.3d 1114, 1128 (11th Cir. 2018) (quoting Montgomery v. Aetna Cas.
          & Sur. Co., 898 F.2d 1537, 1541 (11th Cir. 1990)). Instead, the court
          must be the jury’s only source of law. Montgomery, 898 F.2d at 1541.
          When an expert witness offers legal conclusions, he ā€œinvade[s] the
          court’s exclusive prerogativeā€ and ā€œrisk[s] confusingā€ the jury.
          Commodores, 879 F.3d at 1129. So, a district court must take ā€œade-
          quate steps to protect against the danger that [an] expert’s opinion
          would be accepted as a legal conclusion.ā€ Id. (quoting United States
          v. Herring, 955 F.2d 703, 709 (11th Cir. 1992)).
                 Dr. de la Cruz’s proffered testimony was fraught with legal
          opinions about what makes an ā€œenterprise.ā€ The ā€œcruxā€ of his pro-
          posed testimony was his ā€œcriteriaā€ for assessing whether a group is
          a criminal enterprise, which differ from the actual legal definition
          of the term. Specifically, he laid out ā€œuniversalā€ characteristics of a
          ā€œcriminal enterpriseā€ and then applied those idiosyncratic criteria
          to the question of whether the ā€œpeople in this case constitute a
          criminal enterprise[.]ā€ For instance, he testified that criminal enter-
          prises ā€œall have a leader,ā€ ā€œall commit crimes for the benefit of the
          organization,ā€ ā€œdon’t allow [members] to use drugsā€ because ā€œyou
          can’t make money for the organization if you’re smoking it up,ā€
          and universally do not permit members to ā€œassault or kill an indi-
          vidual from [their own] organization . . . without permis-
          sion[.]ā€When explaining why he thought no such enterprise ex-
          isted ā€œin this case,ā€ he testified that the defendants had ā€œno leader-
          ship direction,ā€ and that criminal enterprises have ā€œcertain rulesā€
          including that ā€œyou don’t use the drugs that you sell for the
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          19-10332 BRASHER, J., Concurring in Part, Dissenting in Part         3

          organization[.]ā€ A juror could reasonably construe Dr. de la Cruz’s
          testimony as providing definitional criteria for a RICO enterprise—
          indeed, there is no other way to understand it.
                  The problem is that the definition of a RICO enterprise
          within the meaning of 18 U.S.C. § 1962(d) is a question of law. See
          generally Ruiz v. United States AG, 73 F.4th 852, 855–56 (11th Cir.
          2023) (an argument ā€œabout the meaning of a statutory . . . provision
          [ ] presents a quintessential question of law.ā€ (citation and internal
          quotation marks omitted)); United States v. Chinchilla, 987 F.3d
          1303, 1306 (11th Cir. 2021) (ā€œThe interpretation of a criminal stat-
          ute is a legal question we review de novo.ā€). And as the majority
          indicates, the Supreme Court has spoken on that legal question by
          setting out ā€œstructural featuresā€ of a RICO association-in-fact en-
          terprise: ā€œa purpose, relationships among those associated with the
          enterprise, and longevity sufficient to permit these associates to
          pursue the enterprise’s purpose.ā€ Boyle v. United States, 556 U.S. 938,
          946 (2009). By setting out his own ā€œuniversalā€ structural features of
          an enterprise—e.g., leadership, crimes committed for the organiza-
          tion’s benefit, rules against using drugs meant to be sold—Dr. de la
          Cruz’s testimony would have risked confusing the jury over the
          meaning of a statutory term and invaded the district court’s exclu-
          sive prerogative to state the law. See Commodores, 879 F.3d at 1129.
                  The majority says that Dr. de la Cruz’s testimony was not
          improper legal testimony by pointing to the Third Circuit’s propo-
          sition that the ā€œexistence vel non of a RICO enterprise is a question
          of fact for the jury.ā€ United States v. Console, 13 F.3d 641, 650 (3rd
USCA11 Case: 19-10332      Document: 302-1      Date Filed: 12/02/2024     Page: 142 of 142




          4    BRASHER, J., Concurring in Part, Dissenting in Part 19-10332

          Cir. 1993). This proposition is true, the majority emphasizes, even
          though a RICO enterprise has a legal definition. I don’t disagree.
          But Dr. de la Cruz did not testify only as to whether a RICO enter-
          prise existed. Nor was he asked whether the defendants exhibited
          the structural RICO enterprise features the Supreme Court set out
          in Boyle, 556 U.S. at 946. Instead, as explained above, he spent the
          bulk of his testimony providing his own legal definition of ā€œenter-
          priseā€ by presenting his own set of structural features that are sup-
          posedly ā€œuniversalā€ to criminal enterprises. In other words, his tes-
          timony was improper legal opinion because its crux was to provide
          the jury his own idiosyncratic definition of a statutory term.
                  In any event, I can’t say the district court abused its discre-
          tion in excluding this testimony. ā€œThe abuse of discretion standard
          allows for a range of choice, and that means that sometimes we
          will affirm even though we might have decided the matter differ-
          ently in the first instance.ā€ Doe v. Rollins Coll., 77 F.4th 1340, 1347
          (11th Cir. 2023), cert. denied, 144 S. Ct. 1056 (2024). Because Dr. de
          la Cruz’s testimony offered improper legal opinions on the stand-
          ard to evaluate whether a RICO enterprise exists, the district court
          reasonably prevented him from testifying. See Commodores, 879
          F.3d at 1128–29. So I respectfully concur in part and dissent in part
          from the majority opinion.


Case Information

Court
11th Cir.
Decision Date
December 2, 2024
Status
Precedential