United States v. David Walsh ( 2022 )


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  •                                  In the
    United States Court of Appeals
    For the Seventh Circuit
    ____________________
    No. 21-1220
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    v.
    DAVID WALSH,
    Defendant-Appellant.
    ____________________
    Appeal from the United States District Court for the
    Northern District of Illinois, Eastern Division.
    No. 1:18:cr-450-1 — Gary Feinerman, Judge.
    ____________________
    ARGUED NOVEMBER 8, 2021 — DECIDED AUGUST 24, 2022
    ____________________
    Before SCUDDER, KIRSCH, and JACKSON-AKIWUMI, Circuit
    Judges.
    KIRSCH, Circuit Judge. At 71 years old, David Walsh robbed
    a bank with a firearm and nearly robbed another a few days
    later. During his sentencing hearing and just after the district
    court announced an intended 13 year sentence, Walsh lashed
    out with threats of violence against the judge, the judge’s fam-
    ily, the probation officer, and the government’s attorney. The
    judge denied Walsh’s subsequent motion to recuse, finding
    2                                                 No. 21-1220
    that Walsh’s tirade was strategic and made for the purpose of
    getting a different sentencing judge. Over three months and
    several hearings later, the judge imposed a life sentence.
    Walsh has appealed this sentence on two grounds. First,
    he contends that the life sentence is substantively unreasona-
    ble. And second, Walsh argues that his tirade required the
    judge’s recusal. We disagree on both counts and thus affirm.
    I
    Before the instant offenses, David Walsh’s criminal history
    included convictions for the murder of a police officer, unlaw-
    ful use of loaded weapons, two burglaries, and a previous
    armed robbery. He has been in and out of prison since 1965,
    with only short stints between release from confinement and
    new criminal conduct. In 1965, Walsh used a crowbar to break
    a window and commit burglary. Three years later, Walsh
    committed another burglary and murdered a police officer by
    shooting him five times in the chest. Walsh was paroled in
    May 1983 and arrested 37 days later under an alias for manu-
    facturing and/or delivering marijuana. After receiving parole
    from that sentence in July 1984, Walsh was arrested 22 days
    later, using a second alias. This time, Walsh was convicted of
    unlawfully using a weapon after driving into several parked
    vehicles and exiting his car carrying a loaded .38 caliber re-
    volver. Officers also found a loaded 12 gauge shotgun and a
    loaded Uzi submachine gun in Walsh’s car. Walsh received
    parole from that sentence in April 1987 and was arrested 11
    days later under a third alias for armed robbery.
    On July 14, 2018, just nine months after receiving parole
    on the earlier armed robbery conviction, Walsh committed
    the armed bank robbery at issue in this case. He donned a
    No. 21-1220                                                   3
    plastic mask, navy cap, dark clothes, and plastic gloves as he
    walked into a Chicago bank. After propping the door open
    with stoppers he brought with him, Walsh walked up to the
    tellers’ counter and demanded cash. When the tellers hesi-
    tated, he held up a .357 caliber revolver and said, “I’m not
    playing.” The tellers gave Walsh $3,700, and he exited the
    bank, retreated into a nearby alley, changed clothes, stashed
    his tools in a bag he had hidden between garbage cans, and
    left the area on public transportation without attracting atten-
    tion.
    Nine days later, Walsh recruited a getaway driver for an-
    other bank robbery. Unbeknownst to Walsh, however, the
    driver was an FBI informant. The next day, on July 24, 2018,
    the pair canvassed a different Chicago bank from a parking
    lot, and Walsh prepared his disguise; he put on the same out-
    fit and plastic mask that he had used in the first robbery. FBI
    agents then arrested Walsh and recovered a loaded .357 cali-
    ber revolver, plastic gloves, and door stoppers.
    For this conduct, Walsh pled guilty to three crimes:
    (1) bank robbery by force or violence in violation of 
    18 U.S.C. § 2113
    (a) and (d); (2) use of a firearm during a crime of vio-
    lence in violation of 
    18 U.S.C. § 924
    (c)(1)(A); and (3) unlawful
    possession of a firearm in violation of 
    18 U.S.C. § 922
    (g)(1).
    Because of the COVID-19 pandemic, the district court
    granted Walsh’s motion to proceed with his sentencing hear-
    ing over videoconference after making the required CARES
    Act findings. At the sentencing hearing, the district court an-
    nounced an intended total sentence of 156 months’ imprison-
    ment, the top of the adjusted Sentencing Guidelines range. In
    explaining this sentence, the judge asked rhetorically, “Why
    4                                                   No. 21-1220
    the top end of the adjusted Guidelines range?” to which
    Walsh interrupted, saying calmly:
    Because you’re a filthy stinking pig, you
    mother-fucker, and I’d blow your fucking
    brains out. That was a fucking -- I not only
    would blow your fucking brains out, you pig,
    but I would kill your entire fucking family and
    torture and murder each and every fucking one
    of them, you filthy, mother-fucking lying pig
    mother-fucker, you.
    Walsh’s profanity laced rant continued from there, spanning
    several pages of the hearing transcript. Walsh threatened vio-
    lence against the judge, his family, the probation officer, and
    the Assistant U.S. Attorney. Walsh also repeatedly demanded
    that his threats be captured in the transcript and stated that
    he wanted to “start the appeal.”
    After Walsh’s tirade, the district court concluded the hear-
    ing without imposing a sentence. Walsh then filed a motion
    for recusal and moved to withdraw his guilty plea. A few
    weeks later, the district court held another hearing, at which
    it denied both motions. The judge found recusal inappropri-
    ate because there was a “significant possibility that Mr.
    Walsh’s purpose in … articulating that threat was … to
    prompt a change of judges through recusal.” The judge stated
    that it was simply “a fact” that Walsh had “shown himself to
    be a strategic actor” in his criminal conduct and in how he had
    conducted himself in the case and thus found that “the most
    plausible reason for a strategic actor like Mr. Walsh” to “artic-
    ulate[] his threat in great detail” “would be to prompt recusal,
    in the hopes that a different judge would give him a better
    sentence.”
    No. 21-1220                                                   5
    The district court proceeded to hold two additional sen-
    tencing hearings and ultimately sentenced Walsh to 96
    months’ imprisonment on the bank robbery and unlawful
    possession convictions and life imprisonment on the § 924(c)
    conviction for use of a firearm during a crime of violence, con-
    cluding that Walsh had shown himself “in both word and
    deed to be an incorrigibly violent offender and a capable and
    strategic one at that.” In considering the 
    18 U.S.C. § 3553
    (a)
    factors, the district court emphasized the seriousness of
    Walsh’s criminal conduct in this case, his extensive criminal
    history and contempt for the law, the serious threat of recidi-
    vism, and the danger he posed to the public. Walsh has ap-
    pealed, arguing that the life sentence is substantively unrea-
    sonable and that recusal was required.
    II
    We review the substantive reasonableness of a sentence
    under an abuse of discretion standard. Gall v. United States,
    
    552 U.S. 38
    , 51 (2007). We “will not reverse unless the district
    court’s sentence falls outside the broad range of objectively
    reasonable sentences in the circumstances.” United States v.
    Daoud, 
    980 F.3d 581
    , 591 (7th Cir. 2020) (citation omitted). Be-
    cause “[t]he sentencing judge is in a superior position to find
    facts and judge their import under § 3553(a)” in each particu-
    lar case, the fact that we may reasonably think a different sen-
    tence more appropriate “is insufficient to justify reversal.”
    Gall, 
    552 U.S. at 51
     (citation omitted).
    In reviewing a sentence, we “take into account the totality
    of the circumstances, including the extent of any variance
    from the Guidelines range.” 
    Id.
     “[T]here is no precise formula
    for deciding whether the basis for exceeding the range is pro-
    portional to the sentence’s deviation from the range.” United
    6                                                   No. 21-1220
    States v. Bridgewater, 
    950 F.3d 928
    , 935 (7th Cir. 2020). But a
    district court “must give serious consideration to the extent of
    any departure from the Guidelines and … explain his conclu-
    sion that an unusually lenient or unusually harsh sentence is
    appropriate in a particular case with sufficient justifications.”
    Gall, 
    552 U.S. at 46
    . At the same time, we do not apply a pre-
    sumption of unreasonableness to sentences outside the
    Guidelines range, and we “give due deference to the district
    court’s decision that the § 3553(a) factors, on a whole, justify
    the extent of the variance.” Id. at 51. Moreover, “a district
    court's decision to vary from the advisory Guidelines may at-
    tract greatest respect when the sentencing judge finds a par-
    ticular case outside the heartland to which the Commission
    intends individual Guidelines to apply.” Kimbrough v. United
    States, 
    552 U.S. 85
    , 109 (2007) (citation omitted).
    A
    Walsh first contends that his sentence is substantively un-
    reasonable because it departs from sentences given to simi-
    larly situated defendants. In fashioning a sentence, a district
    court must consider “the need to avoid unwarranted sentence
    disparities among defendants with similar records who have
    been found guilty of similar conduct.” 
    18 U.S.C. § 3553
    (a)(6).
    But not all disparities are “unwarranted,” United States v.
    Warner, 
    792 F.3d 847
    , 862 (7th Cir. 2015), so there’s “plenty of
    room for differences in sentences when warranted under the
    circumstances.” United States v. Brown, 
    732 F.3d 781
    , 788 (7th
    Cir. 2013). And when a defendant is unique, sentence com-
    parisons can prove less helpful. See Warner, 792 F.3d at 863
    (finding “neither side’s comparisons … very helpful” because
    the defendant was “unique”). Indeed, “every case [i]s a
    unique study in the human failings that sometimes mitigate,
    No. 21-1220                                                      7
    sometimes magnify, the crime and the punishment to ensue.”
    Gall, 
    552 U.S. at 52
     (quoting Koon v. United States, 
    518 U.S. 81
    ,
    98 (1996)).
    Walsh correctly points out that his Guidelines range was
    far lower than other life-sentenced federal defendants and
    that a life sentence on a § 924(c) conviction is a statistical out-
    lier. But Walsh is also an outlier, as is this entire scenario. In-
    deed, the parties have not pointed us to—and we cannot in-
    dependently find—a case with even roughly comparable
    facts.
    To start, Walsh received no criminal history points for
    very serious crimes. For example, he received no criminal his-
    tory points on a murder conviction for shooting a police of-
    ficer five times in the chest. He also did not receive points for
    two burglary convictions, a marijuana-dealing conviction,
    and a conviction for the unlawful use of several loaded weap-
    ons (including a submachine gun). See U.S. Sent’g Guidelines
    Manual § 4A1.2(e)(1) (U.S. Sent’g Comm’n 2018) (time limit
    for counting prior convictions). Although the district court
    departed upward on Walsh’s criminal history category (rais-
    ing it from III to IV) based on these unaccounted-for convic-
    tions, see U.S.S.G. § 4A1.3, the district court still rightly found
    this departure to “be very, very conservative … given the ac-
    tual criminal history” and thus could reasonably find that the
    Guidelines still did not capture the full range of Walsh’s past
    violent conduct, see United States v. Gill, 
    824 F.3d 653
    , 666 (7th
    Cir. 2016) (affirming the district court’s variance from the
    Guidelines because “the actual [G]uidelines range did not
    capture the full range of [the defendant’s] conduct and partic-
    ipation in violent activity”).
    8                                                     No. 21-1220
    Moreover, unlike nearly all criminal defendants, Walsh re-
    affirmed his commitment to lifelong criminality and violence
    directly to the sentencing judge. Walsh told the judge, “I don’t
    have no respect for no law, rules, and regulations any fucking
    way, and I never have, and I never fucking will. I am what I
    am, and I ain’t worried about shit, you mother-fucker, you.”
    He threatened to torture and kill the judge, his family, the As-
    sistant U.S. Attorney, and the probation officer, by cutting
    their throats “with no fucking hesitation.” The judge thus rea-
    sonably concluded that Walsh, if given the opportunity,
    would continue to “commit violent crimes … until he draws
    his last breath” because that is exactly what Walsh said he
    would do. Walsh’s open contempt for the law and threats of
    violence present an exacerbating circumstance, which the dis-
    trict court was entitled to consider. See Bridgewater, 950 F.3d
    at 939 (“[S]entences must account for exacerbating circum-
    stances when the Guidelines do not.”).
    Just as Walsh’s criminal history, antipathy for the law, and
    threats of violence are unique, so too is the likely impact of a
    life sentence in his case. Walsh was 71 years old at the time of
    his arrest. Given the average remaining life expectancy of
    someone in his position, Walsh will, in all likelihood, serve far
    less time in prison on his life sentence than a younger defend-
    ant receiving the same sentence. Indeed, Walsh argued that
    the initial proposed sentence of 13 years felt like a de facto life
    sentence because he would not be released until his mid-80s.
    This situation therefore departs from the mine-run of federal
    firearm and robbery offenses, which involve offenders who
    are, on average, 33–34 years old at the time of their criminal
    No. 21-1220                                                     9
    conduct. 1 In these more typical cases with younger offenders,
    a life sentence for a § 924(c) conviction would typically be
    much longer than the Guidelines range, increasing the likeli-
    hood that such a sentence would be substantively unreasona-
    ble.
    The district court “properly homed in on the unique cir-
    cumstances” of Walsh’s case in imposing a sentence that var-
    ied from the Guidelines and from that of other defendants fac-
    ing similar charges. See Kimbrough, 
    552 U.S. at
    89–90. The dis-
    parity between Walsh’s sentence and that of other § 924(c) de-
    fendants was thus not unwarranted.
    B
    Next, Walsh emphasizes the disparity between the initial
    proposed sentence of 156 months’ imprisonment before his ti-
    rade (which would have allowed for his release in his mid-
    80s) and his ultimate life sentence (which will incarcerate him
    for the remainder of his natural life). Walsh contends that the
    judge erred by substantially increasing his sentence based
    solely on the disrespect shown in court. But that’s not what
    the judge did.
    First, Walsh overemphasizes the amount of the increase by
    focusing on the delta between 156 months and life imprison-
    ment. Normally, that would be a substantial increase. Yet
    what is at issue here is the difference between release in his
    mid-80s versus natural life in prison. We in no way minimize
    1 See U.S. Sent’g Comm’n, Sourcebook of Federal Sentencing Statis-
    tics    50      tbl.7  (25th     ed.     2020),     available   at
    https://www.ussc.gov/sites/default/files/pdf/research-and-publica-
    tions/annual-reports-and-sourcebooks/2020/2020-Annual-Report-
    and-Sourcebook.pdf (last visited Aug. 24, 2022).
    10                                                   No. 21-1220
    the effect of the life sentence, but the increase in sentence must
    account for Walsh’s age and the reality that the district court
    had already determined—before Walsh’s tirade—that he
    should remain incarcerated into his 80s.
    Second, the judge did not increase the sentence based only
    on Walsh’s display of disrespect. In the judge’s words, “[T]he
    trouble … is not that Mr. Walsh showed disrespect for a court
    proceeding or for a judge on October 6th. It’s what his state-
    ments revealed about himself, about what he truly thinks,
    about who he truly is.” During his rant, Walsh—consistent
    with his violent, criminal past—expressed complete disdain
    for the rule of law and threatened extreme violence against
    several people in open court. As a result, the district court was
    within its discretion to conclude that Walsh’s tirade justified
    the increase in his sentence based on what it revealed about
    Walsh’s character, his risk of recidivism, and the danger he
    posed to the public. Those are precisely the factors which
    § 3553(a) directs district courts to consider. See Warner, 792
    F.3d at 858. The district court thus did not abuse its discretion
    in sentencing Walsh to life imprisonment.
    III
    We review a district court’s denial of a defendant’s motion
    for recusal made under 
    28 U.S.C. § 455
     de novo. United States
    v. Barr, 
    960 F.3d 906
    , 919–20 (7th Cir. 2020). However, we have
    never addressed the applicable standard of review for a dis-
    trict court’s factual findings in this context. We conclude that
    a clear-error standard is appropriate. We employ this stand-
    ard when reviewing district court factfinding for other stat-
    utes relating to judicial duties, and we see no reason to take a
    different tack here. See, e.g., United States v. Trudeau, 
    812 F.3d 578
    , 583 (7th Cir. 2016) (using clear-error standard to review
    No. 21-1220                                                     11
    factual findings underlying Speedy Trial Act decisions);
    United States v. Wessel, 
    2 F.4th 1043
    , 1053–54 (7th Cir. 2021) (re-
    viewing factual findings supporting competency determina-
    tion under 
    18 U.S.C. § 4241
     for clear error); 
    18 U.S.C. § 3742
    (e)
    (When reviewing criminal sentences, “[t]he court of appeals
    shall give due regard to the opportunity of the district court
    to judge the credibility of the witnesses, and shall accept the
    findings of fact of the district court unless they are clearly er-
    roneous … .”); Fed. R. Civ. P. 52(a)(6) (“Findings of fact …
    must not be set aside unless clearly erroneous, … .”). Indeed,
    we stand alone as the only circuit to employ a de novo stand-
    ard of review to § 455 recusal decisions; every other circuit
    reviews them for abuse of discretion. So applying the defer-
    ential clear-error standard to factual findings brings us closer
    to the approach used by our sister circuits in this context.
    Under the recusal statute, “[a]ny … judge, … of the United
    States shall disqualify himself in any proceeding in which his
    impartiality might reasonably be questioned,” 
    28 U.S.C. § 455
    (a), or when the judge has a disqualifying circumstance,
    including “a personal bias or prejudice concerning a party,”
    
    id.
     § 455(b)(1). Walsh argues that the district court had an ob-
    ligation to recuse under both provisions.
    A
    We start with the latter provision, which deals with actual
    bias. To establish a judge’s actual bias requiring recusal under
    § 455(b)(1), a party must show, by “compelling evidence,”
    that “a reasonable observer would conclude that the judge
    was biased.” Barr, 960 F.3d at 920.
    Walsh agrees that the district court proceeded in a calm,
    measured, and courteous manner in response to Walsh’s
    12                                                   No. 21-1220
    behavior. See R. 158 at 49 (Walsh stating that the judge was “a
    hell of a gentleman” but “a lying coward pig”); cf. United
    States v. Cooley, 
    1 F.3d 985
    , 996 (10th Cir. 1993) (finding that
    the record disclosed no actual bias because “it appear[ed] that
    the district judge was courteous to the defendants and sedu-
    lously protected their rights”). Walsh’s only evidence even ar-
    guably supporting actual bias is the judge’s imposition of a
    life sentence. But it’s hardly enough, let alone compelling. See
    Barr, 960 F.3d at 920.
    The Supreme Court has held that “opinions formed by the
    judge on the basis of facts introduced or events occurring in
    the course of … proceedings … do not constitute a basis for a
    bias or partiality motion unless they display a deep-seated fa-
    voritism or antagonism that would make fair judgment im-
    possible.” Liteky v. United States, 
    510 U.S. 540
    , 555 (1994). As a
    result, “judicial rulings alone almost never constitute a valid
    basis for a bias or partiality motion” because they generally
    rely on in-court proceedings and “can only in the rarest cir-
    cumstances evidence the degree of favoritism or antagonism
    required … when no extrajudicial source is involved.” 
    Id.
    Here, the district court’s imposition of a life sentence oc-
    curred during judicial proceedings and was based on facts ac-
    quired during those proceedings. To constitute a valid basis
    for a recusal motion, then, the sentence must involve one of
    the “rare[] circumstances,” in which the ruling itself “dis-
    play[s] a deep-seated favoritism or antagonism that would
    make fair judgment impossible.” 
    Id.
     Yet, as discussed above,
    the judge imposed a substantively reasonable sentence after a
    thoughtful and measured explanation of the rationale sup-
    porting that sentence. Therefore, no reasonable person could
    find that the imposition of the life sentence displays a deep-
    No. 21-1220                                                    13
    seated antagonism that would make fair judgment impossi-
    ble. With no additional evidence of actual bias, Walsh has not
    shown that § 455(b)(1) required recusal.
    B
    Even when there is insufficient evidence of actual bias,
    recusal may still be required by § 455(a), which aims “to avoid
    even the appearance of partiality.” Liljeberg v. Health Servs. Ac-
    quisition Corp., 
    486 U.S. 847
    , 860 (1988) (citation omitted). Sec-
    tion 455(a) requires a judge to ask whether “an objective, dis-
    interested observer fully informed of the reasons for seeking
    recusal would entertain a significant doubt that justice would
    be done in the case.” Barr, 960 F.3d at 919 (quoting United
    States v. Simon, 
    937 F.3d 820
    , 826 (7th Cir. 2019) (internal cita-
    tion omitted)).
    Walsh argues that a reasonable observer would entertain
    a significant doubt that justice would be done because of his
    threats to the district court. However, as all circuits to have
    considered the question have recognized, recusal is not auto-
    matically—or even ordinarily—required when a defendant
    threatens a judge. See, e.g., Cooley, 
    1 F.3d at 994
     (listing
    “threats or other attempts to intimidate the judge” as one of
    several circumstances that “will not ordinarily satisfy the re-
    quirements for disqualification under § 455(a)”); In re Basci-
    ano, 
    542 F.3d 950
    , 956–57 (2d Cir. 2008) (“recusal is not ordi-
    narily or routinely required” due to a defendant’s plots or
    threats). Instead, several factors surrounding the threat are
    relevant in determining whether recusal is required, includ-
    ing: (1) the defendant’s demeanor in making the threat and
    the context in which it was made; (2) the perceived purpose
    of the threat; (3) the defendant’s capacity to carry out the
    threat; and (4) the court’s response to the threat. See United
    14                                                    No. 21-1220
    States v. Cordova, 
    806 F.3d 1085
    , 1093 (D.C. Cir. 2015); In re Bas-
    ciano, 
    542 F.3d at
    956–57; United States v. Dehghani, 
    550 F.3d 716
    , 722 (8th Cir. 2008); United States v. Holland, 
    519 F.3d 909
    ,
    914–15 (9th Cir. 2008); United States v. Greenspan, 
    26 F.3d 1001
    ,
    1006 (10th Cir. 1994). We give great weight to the second fac-
    tor, which asks whether a defendant’s threats were “taken
    with recusal, or some other tactic that might delay or derail a
    case against him, in mind,” In re Nettles, 
    394 F.3d 1001
    , 1002
    (7th Cir. 2005), because no objective, fully informed observer
    could reasonably question a judge’s impartiality based only
    on that judge’s denial of a litigant’s efforts to manipulate the
    judicial system through threats of violence, see Holland, 
    519 F.3d at
    910–11, 915 (noting that this “is, perhaps, the most im-
    portant factor” and holding that defendant’s threatening mes-
    sage on the judge’s home telephone was “an attempt to ma-
    nipulate the court system” and thus did not warrant recusal,
    even though the defendant had “the ability to carry out his
    threats”); Greenspan, 
    26 F.3d at 1006
     (“[I]f a judge concludes
    that recusal is at least one of the defendant’s objectives
    (whether or not the threat is taken seriously), then section 455
    will not mandate recusal because the statute is not intended
    to be used as a forum shopping statute.”); In re Basciano, 
    542 F.3d at
    956–57 (noting that, even when a threat is serious, “[a]
    defendant cannot be permitted to use such a plot or threat as
    a judge-shopping device”).
    For the first factor (the defendant’s demeanor in making
    the threat and the context in which it was made), the district
    court found that Walsh’s threats were “genuine” and that he
    was “calm” and “not raving” when making them. On appeal,
    no one disputes these findings and thus this factor weighs in
    favor of recusal.
    No. 21-1220                                                    15
    However, as to the second factor (the perceived purpose
    of the threat), the district court found that Walsh’s threats
    were motivated, at least in part, by a desire “to prompt
    recusal, in the hopes that a different judge would give him a
    better sentence.” Because the parties dispute this factual find-
    ing, we review it for clear error. See United States v. Thurman,
    
    889 F.3d 356
    , 363–65 (7th Cir. 2018) (noting that the question
    of whether a defendant acted strategically in refusing to sign
    a form acknowledging his Miranda rights was a fact issue re-
    viewed for clear error); United States v. Balsiger, 
    910 F.3d 942
    ,
    952 (7th Cir. 2018) (directing that an assessment of a defend-
    ant's credibility is a factual finding reviewed for clear error in
    determining whether the defendant waived his right to coun-
    sel); Wood v. Allen, 
    558 U.S. 290
    , 293 (2010) (framing the issue
    of whether an attorney’s decision not to pursue potential mit-
    igating evidence was strategically motivated as a “factual
    finding”).
    After reviewing the record, we see no clear error in the
    district court’s finding that Walsh’s tirade was strategic and
    motivated, at least in part, by a desire to delay or derail his
    sentencing. Walsh started his threats right after the judge
    stated the sentence he intended to impose and just before the
    sentencing hearing could be completed. Walsh then de-
    manded that his threats be captured in the transcript so that
    he could “start the appeal.” And Walsh has acted strategically
    in the past to fit his particular purpose. For example, during
    the proceedings below, Walsh disagreed with strategic deci-
    sions made by his two appointed attorneys and moved to rep-
    resent himself, which was granted after a Faretta hearing. See
    Faretta v. California, 
    422 U.S. 806
     (1975). Walsh’s underlying
    criminal conduct was also strategic. He planned the bank rob-
    bery and attempted second bank robbery by preparing a
    16                                                   No. 21-1220
    disguise and plotting his escape. Walsh’s criminal history,
    too, shows strategic behavior and meticulous planning: he
    has several aliases and has used disguises in a past robbery.
    Walsh argues that it’s “simply illogical for a defendant to
    think that he would receive a more lenient sentence from an-
    other judge after threatening a colleague.” We generally
    agree; but the test is not whether Walsh’s strategy was sound.
    Walsh has regularly employed strategic—though profoundly
    misguided—maneuvers in this case and in the past. That
    Walsh’s chosen route may have been illogical does not mean
    that it was not strategic. Furthermore, Walsh may have con-
    cluded that, at age 71, he could hardly do worse than a 13 year
    sentence in front of a different judge. The district court thus
    did not clearly err in finding that Walsh’s threats were moti-
    vated, at least in part, by a desire to delay or derail his sen-
    tencing. This factor therefore heavily weighs against requir-
    ing recusal.
    The third factor (the defendant’s capacity to carry out the
    threat) also weighs against requiring recusal. In assessing this
    factor, we consider whether a defendant: (a) has taken con-
    crete steps to carry out the threat; (b) has a history of violence
    or of previous success in carrying out violent threats; and
    (c) is a member of a gang or has any contacts or accomplices
    who could carry out the threat on his behalf. See Holland, 
    519 F.3d at
    914–15.
    There is no indication that Walsh took any concrete steps
    to carry out his threat or that he even had the ability to take
    such steps. Cf. In re Nettles, 
    394 F.3d at 1003
     (defendant called
    a purported supplier of ammonium nitrate to bomb the fed-
    eral courthouse); Greenspan, 
    26 F.3d at
    1005–07 (multi-state
    conspiracy included several persons who had contributed
    No. 21-1220                                                      17
    money to hire a hit man to kill the judge and his family).
    Walsh was incarcerated at the time he made the threats, and
    although he had a history of violence, it was clear that he
    would receive a sentence that would imprison him well into
    his eighties, curbing his ability to follow through on them. See
    Dehghani, 
    550 F.3d at
    721–22 (framing a threat as “empty”
    when defendant was in custody at the time the threat was
    made). Furthermore, Walsh’s criminal history shows that he
    largely acted alone and was not a member of a violent crimi-
    nal organization, reducing the chances that someone else
    would or could carry out the threat on his behalf. Cf. Cordova,
    806 F.3d at 1093 (noting that the defendant had the capacity
    to carry out his threat because “he was a respected member of
    a violent international criminal organization with a broad ge-
    ographic reach”). This factor, too, weighs against requiring
    recusal.
    Finally, as to the last factor (the district court’s response to
    the threat), we see no valid evidence that would allow a rea-
    sonable observer to question the judge’s impartiality based on
    his response to the threat. The district court imposed a sub-
    stantively reasonable sentence after a thoughtful and meas-
    ured explanation, so no reasonable person could find that the
    judge’s decision to impose a life sentence alone displays the
    kind of deep-seated antagonism necessary to constitute a
    valid basis for recusal under Liteky v. United States. 
    510 U.S. at
    554–55. Moreover, a reasonable observer undertaking even a
    cursory review of the record would notice the district court’s
    thorough and evenhanded approach to Walsh’s case. The
    judge held five lengthy hearings to carefully consider Walsh’s
    sentence. See In re Basciano, 
    542 F.3d at 957
     (finding no appear-
    ance of partiality in the judge’s actions after a defendant’s
    threat when the judge acted “meticulously” and carefully
    18                                                    No. 21-1220
    explained his reasoning). And it’s clear that the judge listened
    closely to Walsh’s arguments at each hearing. See, e.g., R. 160
    at 9 (telling Walsh that he was “the most important person at
    the hearing,” so he would always have the opportunity to
    speak). It’s also clear that the judge focused on ensuring that
    his actions were fair. See, e.g., R. 162 at 59 (noting that, after a
    two-hour sentencing hearing, he “need[ed] to reflect on what
    was said, rather than simply process[ing] it on the fly” ”in
    fairness to Mr. Walsh, … to the government, … to the public,
    … and in the interests of justice”). Because no reasonable per-
    son could question the district court’s impartiality based on
    its response to Walsh’s threats, this factor weighs against re-
    quiring recusal.
    At bottom, then, only one factor favors recusal: Walsh was
    genuine in making his violent threats. The other three factors
    heavily weigh against requiring recusal. Walsh was moti-
    vated, at least in part, by a desire to manipulate the judicial
    system, he had little capacity for carrying out the threats, and
    the district court took no actions in response to the threats that
    could call his impartiality into question. Since no objective,
    fully informed observer could reasonably question the
    judge’s impartiality here, the judge did not err by declining to
    recuse himself under § 455(a).
    Our dissenting colleague rightly observes that this case
    could have followed a different path; the district court could
    have referred Walsh to the U.S. Attorney’s Office for further
    prosecution on charges of threatening a federal judge. While
    some judges would have charted that course—and it would
    have reflected a sound response to Walsh’s threatening ti-
    rade—we cannot say the district judge was required to do so.
    AFFIRMED
    No. 21-1220                                                  19
    JACKSON-AKIWUMI, Circuit Judge, dissenting. When
    Congress amended the federal recusal statute to include §
    455(a), it addressed an important issue—the appearance of
    impropriety. 
    28 U.S.C. § 455
    ; Liteky v. United States, 
    510 U.S. 540
    , 548 (1994). By requiring a federal judge to recuse himself
    “in any proceeding in which his impartiality might
    reasonably be questioned,” § 455(a) replaced the previous
    statute’s subjective test, which relied on the opinion of the
    judge, with an objective one, viewed from the perspective of
    a well-informed reasonable observer. See Liteky, 
    510 U.S. at
    543–49 (detailing statutory history of § 455(a)). The purpose
    of the provision is “to promote public confidence in the
    integrity of the judicial process.” Liljeberg v. Health Servs.
    Acquisition Corp., 
    486 U.S. 847
    , 860–61 (1988). To affect that
    purpose, Congress made § 455(a) public-facing and mandated
    that justice not only be impartial, but also reasonably
    perceived to be impartial.
    The majority opinion concludes that a judge who changes
    a previously announced five-year sentence to a life sentence—
    after being excoriated and threatened by the defendant—does
    not create the appearance of impartiality requiring the judge’s
    recusal under § 455(a). I respectfully disagree. I weigh the
    four-factor test about evaluating threats to judges differently
    than my colleagues, and I conclude that given the unique facts
    of this case—which all agree are rare—a “well-informed,
    thoughtful observer would perceive a significant risk that the
    judge [resolved] the case on a basis other than its merits.”
    United States v. Swallers, 
    897 F.3d 875
    , 877 (7th Cir. 2018).
    Therefore, the judge was required to recuse himself under §
    455(a). Because the judge’s refusal to recuse himself in this
    case risked harm to the litigants and the public’s confidence
    in the integrity of the judicial process, I would vacate Walsh’s
    20                                                  No. 21-1220
    sentence and remand for resentencing before a different
    judge.
    I
    David Walsh’s conduct during his initial sentencing hear-
    ing was, without question, disturbing. He heard the judge an-
    nounce a total 156-month sentence: 96 months served concur-
    rently for bank robbery and unlawfully possessing a firearm
    as a felon, followed by 60 months (the mandatory minimum)
    for carrying a firearm during a crime of violence. Walsh, at
    the time 73 years old, considered this a de facto life sentence:
    “I don’t give a f*** about a life sentence. That’s what you just
    sentenced me to,” he told the judge. R. 158 at 46.
    Walsh erupted into a profanity-laced tirade during which
    he called the judge names and challenged the judge’s ethics
    (suggesting the judge was a shill for the government); repeat-
    edly threatened to torture and murder the judge and the
    judge’s family; and hurled threats at the probation officer and
    prosecutor. Walsh’s rant was, by his own admission, “un-
    hinged”—not even his lawyer could stop him. The judge con-
    tinued the sentencing hearing, and when later presented with
    the issue of the appearance of impartiality, denied a motion
    to recuse. Two sentencing hearings later, the judge left the 96-
    month portion of the previously announced sentence undis-
    turbed but changed the 60-month portion to life in prison.
    II
    Recusal decisions are procedural and should be addressed
    prior to any substantive argument. See Fowler v. Butts, 
    829 F.3d 788
    , 790 (7th Cir. 2016) (“[w]e do not address the sub-
    stance of [defendant’s argument] because a procedural prob-
    lem [recusal under 
    28 U.S.C. § 455
    (a)] takes precedence”). In
    No. 21-1220                                                    21
    our circuit, we review recusal decisions de novo. United States
    v. Barr, 
    960 F.3d 906
    , 919–20 (7th Cir. 2020). Under § 455(a),
    courts have an obligation to avoid “the appearance of partial-
    ity.” Liljeberg v. Health Servs. Acquisition Corp., 
    486 U.S. 847
    ,
    860 (1988) (citation omitted). This requires a court to consider
    whether a reasonable, well-informed observer might question
    the judge’s impartiality or “entertain a significant doubt that
    justice would be done.” United States v. Perez, 
    956 F.3d 970
    , 975
    (7th Cir. 2020) (citation omitted).
    When threats against a judge are the issue, our sister cir-
    cuits have developed some helpful guidance. Not all threats
    against a judge will mandate a judge’s recusal under § 455(a),
    nor should it. See United States v. Holland, 
    519 F.3d 909
    , 915
    (9th Cir. 2008) (“If so, defendants could readily manipulate
    the system, threatening every jurist assigned on the ‘wheel’
    until the defendant gets a judge he preferred”). The determi-
    nation properly depends on the totality of the circumstances,
    United States v. Greenspan, 
    26 F.3d 1001
    , 1007 (10th Cir. 1994),
    which prompts courts to consider four factors: (1) the defend-
    ant’s demeanor in making the threat and the context in which
    it was made; (2) the perceived purpose of the threat; (3) the
    defendant’s capacity to carry out the threat; and (4) the court’s
    response to the threat. See United States v. Cordova, 
    806 F.3d 1085
    , 1093 (D.C. Cir. 2015) (citation omitted). This is a balanc-
    ing test, and no one factor is dispositive. And “[i]f the ques-
    tion of whether § 455(a) requires disqualification is a close
    one, the balance tips in favor of recusal.” Nichols v. Alley, 
    71 F.3d 347
    , 350–52 (10th Cir. 1995).
    The majority opinion weighs these factors to conclude that
    the judge was not required to recuse himself, but I weigh
    these factors differently. All agree, including the district court
    22                                                  No. 21-1220
    judge, that Walsh’s threats were genuine. Therefore, the first
    factor, as the majority opinion also concludes, weighs in favor
    of recusal. I depart from the majority opinion, however, when
    it comes to the application of the second, third, and fourth fac-
    tors.
    The second factor, which looks at the perceived purpose
    of the threat, weighs in favor of recusal. Unlike my colleagues,
    I am unconvinced that Walsh threatened the judge, in part, to
    seek recusal. To accept this would require us to believe that
    Walsh, by threatening the judge after the judge announced a
    sentence, understood that the sentence was not final. But the
    record supports otherwise. To begin, Walsh erupted after the
    court announced a 156-month sentence which suggests that
    he reacted to the sentence imposed. See R.158 at 45–46; R. 162
    at 14–16. Walsh understood the sentence as final, otherwise,
    he would have never requested a transcript to start his appeal.
    Most criminal defendants understand that procuring a tran-
    script is key to appealing a sentence, so I do not see how the
    majority opinion translates Walsh’s request for a transcript as
    support that he intended to force recusal as opposed to appeal
    a sentence he just heard. See ante at 15.
    That Walsh thought his sentence was final is also demon-
    strated by Walsh’s surprise that the sentencing was to be con-
    tinued: “Let me get this right. This mother-f**ker is going to
    continue this sentencing shit? ... [after] [w]hat I admitted to
    this creepy punk mother-f**ker[?],” he exclaimed. R. 158 at
    50–51. Nothing in the record indicates that Walsh guessed in
    advance that the judge would continue his sentencing hear-
    ing. It therefore comes as no surprise that Walsh would later
    file an unopposed motion to recuse after learning that his sen-
    tencing was continued. Cf. In re Basciano, 
    542 F.3d 950
    , 956–57
    No. 21-1220                                                    23
    (2d Cir. 2008) (“[i]f … a judge was assigned to hear a criminal
    case involving a defendant who had previously threatened
    the judge, the judge might well be required to recuse him-
    self”); see also United States v. Swallers, 
    897 F.3d 875
    , 877 (7th
    Cir. 2018) (“a judge should not preside over a criminal case in
    which he or she is the victim …”).
    Yet the majority opinion, in finding no clear error, does
    not explain how, had the judge not continued the sentencing
    hearing (which, again, was a surprise to Walsh), Walsh could
    have intended to force recusal. If the judge had completed the
    sentencing hearing and kept his intended sentence (opting in-
    stead to start contempt proceedings or another separate pro-
    ceeding, options I address below), Walsh would have been
    able to, as he intended, proceed to an appeal. But the majority
    opinion suggests that Walsh somehow knew that by erupting
    after the judge announced a sentence, the judge would con-
    tinue the sentencing hearing and Walsh would then be able to
    use his transcript to seek recusal.
    If Walsh’s tirade occurred before the sentencing hearing,
    or even at the initial sentencing hearing but before the judge
    announced the sentence, then perhaps a finding that Walsh
    sought to force recusal would be reasonable. See, e.g., In re Bas-
    ciano, 
    542 F.3d at
    956–57 (defendant composed a hit list before
    trial for the purpose of obtaining a different judge); Holland,
    
    519 F.3d at 910
     (defendant left at least one threatening mes-
    sage on the judge’s home telephone number prior to sentenc-
    ing). But to suggest that Walsh knew his sentence was not fi-
    nal—even when the judge himself inquired whether he was
    bound by the sentence he initially announced—is simply not
    plausible in light of the broader context. See R. 117. In my
    view, the record supports that Walsh exploded purely out of
    24                                                    No. 21-1220
    anger in hearing his sentence, demonstrating his inability to
    control himself even when it was in his best interest to do so.
    I, therefore, see clear error in the district court’s finding that
    Walsh’s tirade was strategic and motivated in part to derail
    his sentencing hearing. Accordingly, I find the second factor,
    which looks at the perceived purpose of the threat, weighs in
    favor of recusal.
    The third factor—Walsh’s capacity to carry out the
    threat—also weighs in favor of recusal. In assessing this fac-
    tor, we look at whether Walsh (a) took concrete steps to carry
    out the threat; (b) has a history of violence or has previously
    been successful in carrying out other threats; and (c) is a mem-
    ber of a gang or has accomplices or contacts who could carry
    out the threat on his behalf. Holland, 
    519 F.3d at 914
    .
    Although there is no evidence that Walsh took steps to
    carry out his threat, there is no doubt that Walsh, whose his-
    tory of violence is clear, had that capacity. Walsh may have
    been incarcerated at the time he made his threats, but he
    promised to carry them out if he were ever to leave prison. As
    a 73-year-old man with a track record of committing crimes
    upon release, his ability to carry out his threats, or at least at-
    tempt to, if released in his eighties is not far-fetched. See ante
    at 16–17. Even the judge believed as much. R. 161 at 9–10 (the
    judge stating, “I think he was completely genuine about eve-
    rything he said, and what he said was what was actually on
    his mind. And he said he wanted to kill me and my family,
    and I think in the moment, he meant it.”). Only the judge’s
    later imposition of a life sentence guaranteed that Walsh
    would never be able to follow through with his threats. This
    third factor, then, weighs in favor of recusal.
    No. 21-1220                                                    25
    That leaves the final factor—the district court’s response
    to the threat—which as I see it, demonstrates that a reasonable
    observer might reasonably question the judge’s impartiality.
    Walsh directly and repeatedly threatened the judge. Because
    of Walsh’s tirade, the judge continued Walsh’s sentencing
    hearing, not once, but twice. At the subsequent hearings, eve-
    ryone who was threatened (i.e., the probation officer and
    prosecutor) absented themselves and sent in a replacement—
    except the judge. Despite finding that Walsh’s threats were
    genuine and he was very capable of carrying them out, the
    judge declined to recuse himself. The judge then inquired
    whether the court was bound by its previously announced
    sentence. The government argued that the court was not
    bound by the initial sentence and recommended that the court
    impose a 175-month sentence instead of the previously an-
    nounced 156-month sentence to account for Walsh’s threaten-
    ing statements. The government’s suggested 175-months was
    based on a two-level increase under the U.S.S.G. § 3C1.1 for
    obstruction or impeding the administration of justice, which
    resulted in a sentencing range of 92 to 115 months, plus 60-
    months for the crime of carrying a firearm during a crime of
    violence, bringing the guideline range to 152 to 175 months.
    R. 162 at 38. Instead, the judge sentenced Walsh to life, which
    all agree created a statistical outlier for a conviction of carry-
    ing a firearm during a crime of violence, a crime with a man-
    datory minimum of 60 months in prison.
    Based on the totality of the circumstances, a “well-
    informed, thoughtful observer would perceive a significant
    risk that the judge [resolved] the case on a basis other than its
    merits.” Swallers, 897 F.3d at 877; see also Greenspan, 
    26 F.3d at 1006
     (recusal required where judge indirectly learned of
    defendant’s threat, accelerated the date of defendant’s
    26                                                    No. 21-1220
    sentencing, stated he wanted defendant to be locked up as
    soon as possible, and refused to grant a continuance for new
    counsel). In this case, a well-informed reasonable observer
    might question whether the judge changed Walsh’s sentence
    to life because he was motivated, at least in part, to protect
    himself and his family from Walsh’s threats since the
    previously announced 156-month sentence left open a
    possibility that Walsh would one day get out of prison. See,
    e.g., In re Nettles, 
    394 F.3d 1001
     (7th Cir. 2005) (concluding that
    a reasonable observer would think that threatened judges
    would want defendant convicted and given a long sentence
    rather than have the opportunity to carry out the threat).
    This is not to suggest that the judge did in fact resolve
    Walsh’s sentence on a basis other than the merits or was
    actually biased or prejudiced. Only that a reasonable well-
    informed observer might reasonably think so. And that is all
    that matters. See Liteky v. United States, 
    510 U.S. 540
    , 548 (1994)
    (“what matters [under § 455(a)] is not the reality of bias or
    prejudice but its appearance”); United States v. Cooley, 
    1 F.3d 985
    , 993 (10th Cir. 1993) (10th Cir. 1993) (“the judge’s actual
    state of mind, purity of heart, incorruptibility, or lack of
    partiality are not the issue”); Greenspan, 
    26 F.3d at 1007
     (10th
    Cir. 1994) (“[e]ven if this judge were one of those remarkable
    individuals who could ignore the personal implications of
    such a threat, the public reasonably could doubt his ability to
    do so”); In re Nettles, 
    394 F.3d at 1003
     (“[w]e do not suggest
    that [the judge] would in fact be prejudiced against [the
    defendant]. The issue is appearances.”). While my colleagues
    may be impressed with the judge’s demeanor and “thorough
    and evenhanded approach to Walsh’s case” after being
    repeatedly assaulted verbally, see ante at 17–18, “[w]e must
    bear in mind that [] ‘outside observers are less inclined to
    No. 21-1220                                                       27
    credit judges’ impartiality and mental discipline than the
    judiciary itself will be.’” In re Nettles, 
    394 F.3d at 1002
     (citation
    omitted).
    Thus, from my perspective, all factors weigh in favor of
    recusal here. Even if the majority opinion is correct about the
    second factor when it concludes that the judge did not clearly
    err in finding that Walsh’s tirade was in part meant to force
    recusal, the remaining factors still show recusal was required.
    The second factor is important, but not dispositive; if it were
    dispositive, it would insulate any decision by a district court
    not to recuse itself so long as it found that one purpose of a
    threat was to force recusal. Instead, the four-factor test is a
    balancing test. And if it is a close call, the balance tips in favor
    of recusal. See Holland, 
    519 F.3d at 912
    .
    I find the four-factor test capable on its own of settling the
    question in favor of recusal here, but I also must note: while
    the test may be helpful guidance in some cases, it should not
    overwhelm the larger, more important question of whether
    there is an appearance of impropriety that must be avoided.
    Beyond Walsh’s direct threats to the judge, his prolonged di-
    atribe was profanity-laced, full of name-calling, and ques-
    tioned the judge’s ethics. And Walsh didn’t just threaten the
    judge, but the judge’s family and other public servants—the
    probation officer and the prosecutor—meaning his actions af-
    fected individuals inside and outside the courtroom. The cur-
    rent case law on threats to judges does not take these addi-
    tional factors into account. I therefore wholeheartedly agree
    with my colleagues that this case is an aberration. As such, the
    unique circumstances in this case represent one of those rare
    circumstances where a judge should recuse himself, even
    28                                                      No. 21-1220
    where the judge, rightly or wrongly, finds that a purpose of
    the threat was to force recusal.
    III
    Although the judge should have recused himself, not
    every violation of § 455(a) requires reversal. United States v.
    Orr, 
    969 F.3d 732
    , 738–39 (7th Cir. 2020). “Mere appearance of
    impropriety is not enough for reversal and remand—a party
    must show a risk of harm.” 
    Id.
     (citations omitted). To deter-
    mine whether the judge’s § 455(a) violation was harmless, we
    consider three factors: (1) “the risk of injustice to the parties
    in the particular case”; (2) “the risk that the denial of relief will
    produce injustice in other cases”; and (3) “the risk of under-
    mining the public’s confidence in the judicial process.”
    Liljeberg, 
    486 U.S. at 864
    . In this case, the judge’s violation of §
    455(a) shows a risk of harm.
    The first factor, which focuses on the fairness to the
    litigants in the case, favors remand for resentencing before a
    different judge. The judge in this case changed Walsh’s
    sentence based solely on Walsh’s “supplemental allocution.”
    See R. 163 at 5–6, 24. As our court has previously noted, “[t]he
    open-endedness of the § 3553(a) factors leaves ample room for
    the court’s discretion” which “invites the risk that a judge’s
    personal biases will influence or appear to influence the
    sentence he imposes.” United States v. Atwood, 
    941 F.3d 883
    ,
    885 (7th Cir. 2019). Upholding the sentence creates a real risk
    of unfairness to Walsh, no matter how reviled a defendant he
    may be at this point. By contrast, there is little risk to the
    government if the case is remanded for resentencing before a
    different judge. See 
    id.
    No. 21-1220                                                               29
    The second factor, which considers the risk of injustice to
    other litigants in future cases, also favors resentencing before
    a different judge. It is important to enforce § 455(a) in this case
    because it would encourage judges to consider the appear-
    ance of bias before significantly increasing a defendant’s sen-
    tence, even to the point of imposing a life sentence, based
    solely on a defendant’s supplemental allocution, no matter
    how disturbing. 1 This in turn would “prevent [an] injustice in
    some future case.” Atwood, 941 F.3d at 885. Under the majority
    opinion, the next defendant to have an outburst in court may
    have his sentence changed to life by the same judge, regard-
    less of how this appears to the public.
    Finally, as to the last factor, there is a significant risk of
    harm to the public’s confidence in the judiciary’s impartiality.
    As we have declared, “[i]n sentencing, the most significant re-
    striction on a judge’s ample discretion is the judge’s own
    sense of equity and good judgment.” Atwood, 941 F.3d at 886.
    “When those qualities appear to be compromised, the public
    1I  pause briefly to address another point—the majority opinion’s sugges-
    tion that Walsh’s age of 73 at the time of sentencing somehow makes his
    life sentence reasonable. See ante at 8–9. Specifically, the majority opinion
    reasons: “Given the average remaining life expectancy of someone in his
    position, Walsh will, in all likelihood, serve far less time in prison on his
    life sentence than a younger defendant receiving the same sentence.” Id.
    But the point here is not about how much time Walsh will likely serve on
    his sentence, it is about whether, from a reasonable observer’s viewpoint,
    there is any risk of an appearance of bias in the judge’s sentencing when
    Walsh went from the possibility of release to the certainty of dying in
    prison. This question, as I see it, is the same whether Walsh is 73 years old
    or 37 years old. But I see no need to engage further in the substantive un-
    reasonableness of Walsh’s sentence because again, the main issue is the
    appearance of bias, which is a procedural question we must address be-
    fore considering substantive reasonableness.
    30                                                         No. 21-1220
    has little reason to trust the integrity of the resulting sen-
    tence.” Id. In this case, allowing Walsh’s life sentence to stand
    could “undermine the public’s confidence in the fairness of
    the sentence and the impartiality of the judiciary” because it
    creates the impression that the judge based his sentence on
    something other than the merits. Id. Thus, the judge’s failure
    to recuse himself from Walsh’s sentencing was not harmless.
    IV
    It is worth noting the well-placed, serious concern for the
    security of the nation’s judiciary. See Holland, 
    519 F.3d at 912
    (“[w]e are, unfortunately, reminded from time to time that
    threats against the judiciary have been carried out”). 2 It there-
    fore goes without saying that threats against judges are grave,
    and appropriate measures should be taken to address a de-
    fendant’s verbal assault on members of the judiciary.
    Such measures include contempt proceedings. See 
    18 U.S.C. § 401
    ; United States v. Gerezano-Rosales, 
    692 F.3d 393
    , 404
    (5th Cir. 2012) (“[c]ourts cannot ignore the rules governing
    contempt-of-court proceedings by treating the in-court mis-
    conduct as a § 3553 sentencing factor warranting an upward
    sentence variance without undermining the fairness and due
    process protections that surround and restrain the judicial
    power to punish for contempt of court”). Or, in more serious
    matters, additional criminal charges for the defendant. See
    2 See also BARRY J. MCMILLION, CONG. RSCH. SERV., IN11954, SECURITY OF
    THE   FEDERAL JUDICIARY: BACKGROUND AND RECENT CONGRESSIONAL
    LEGISLATION (2022) (“according to the U.S. Marshals Service (USMS), there
    were 4,511 threats and inappropriate communication against federal
    judges, other federal court employees, and jurors during FY 2021. This
    represented a 387% increase over threats and inappropriate communica-
    tions that occurred during 2015 (when there were 926 such incidents).”).
    No. 21-1220                                                   31
    Greenspan, 
    26 F.3d at 1007
     (“any such ploy would likely result
    in further ancillary prosecution against a defendant in a way
    that may significantly multiply his or her problems with the
    law”). Both avenues were available in Walsh’s case, and both
    would have likely involved a different judge presiding. See,
    e.g., Fed. R. Crim. P. 42(a)(3) (“[i]f the criminal contempt in-
    volves disrespect toward or criticism of a judge, that judge is
    disqualified from presiding at the contempt trial or hearing
    unless the defendant consents”). In this case, a separate pro-
    ceeding, whether for contempt or additional charges, would
    have done more to protect the public’s confidence in the in-
    tegrity of the judicial process.
    V
    In addressing the procedural issue of recusal first, I would
    not reach the question of whether Walsh’s sentence was sub-
    stantively unreasonable. To summarize on the issue of
    recusal, I conclude, contrary to the majority opinion, that an
    objective, well-informed observer could reasonably question
    the judge’s impartiality in this case, and therefore the judge
    violated § 455(a) by failing to recuse himself and his failure to
    do so is not harmless. The issue in this case is appearances.
    Public confidence in the judiciary is fragile and difficult to
    protect. To protect this confidence, I would vacate Walsh’s
    sentence and remand for resentencing before a different
    judge. I respectfully dissent.