The report in brief
Key findings
Black Americans have the lowest hanging-suicide rate of any major group — 1.95 per 100,000, about 43% of the White rate (4.53). Native Americans have the highest (12.0).
When a Black person dies this way, the death is ~5× as likely to be ruled homicide and ~3× as likely to be left undetermined as a White death. The peer-reviewed error runs mostly the other way: Black suicides are under-counted (Rockett 2010).
Rulings can be wrong: Tasia Fortune (MS, 2026) was a staged hanging police caught; Sandra Birchmore’s hanging “suicide” led to a federal murder indictment; Elijah McClain’s manner stayed “undetermined” while an officer and two paramedics were convicted.
Across a verified roster of 42 disputed deaths (31 hangings), the AI trial’s final tier said 19 rulings stand, 20 deserve reopening or independent review, and 3 were homicides/unlawful killings — all three already matching charges or court findings.
Cases from elected-coroner jurisdictions ended “reopen” far more often than cases from medical-examiner systems. The recurring failures: self-review, unreleased records, fast closures, no full autopsy. No case showed evidence of hate-group involvement.
Senatobia: the police chief’s racist texts are verified and he was fired Sept 1, 2026. The founder’s recollection that the texts discussed “how many Black people they could arrest” was not found in any report; that theme matches DOJ’s 2024 Lexington findings.
Nolan Wells: cause and manner undetermined by both pathologists; the AI panel (23 of 27) says an independent federal review is warranted — a process finding, not a homicide finding. He drew 37,121 X posts in one week.
History: group violence is ancient, but color-coded hierarchy was built in the 15th–18th-century Atlantic world through slavery, colonialism and law. Best-evidenced fixes: intergroup contact (strong), independent MEs and outside death probes (moderate); implicit-bias training is weak.
Part 1 · Question 1
Who dies by hanging
Age-adjusted hanging-suicide rates (ICD-10 X70), pooled 2018–24 from CDC WONDER unless noted. The headline fact runs against the common assumption: Black Americans die by hanging suicide at the lowest rate of any major group, and Native Americans at by far the highest.
Hanging-suicide rate per 100,000, by group
Age-adjusted, 2018–24 pooled. The Asian national rate appears only in the report’s chart exhibits and could not be verified from the text, so it is not plotted here.
In absolute numbers, White Americans account for most hanging deaths — 60,352 suicides in 2018–24. Black hanging suicides in the same period: 5,755 deaths.
How the deaths are ruled: Black vs White
Share of all hanging / strangulation / suffocation deaths (X70 + X91 + Y20), 2018–24. A Black death in this group is ruled homicide ~5× as often, and left undetermined ~3× as often, as a White death. High confidence The report notes that part of the homicide share is domestic-violence strangulation, which the codes do not separate.
Left “undetermined” — and whether an autopsy was done
Two different lenses on the same paperwork question.
The trend, in the points the data state plainly
The 26% undetermined share is the report’s “misclassification” signal, read through the peer-reviewed literature as Black suicides hidden as undetermined — not homicides hidden as suicides. Peer-reviewed reading And on autopsies: almost every homicide- or undetermined-coded hanging is autopsied, yet nearly half of Black hanging suicides were ruled without one. High confidence
Part 1 · Appendix A.1 & A.2
Every state, on the record
Hanging-suicide rates per 100,000 by group (2018–24), the Black÷White ratio, each state’s death-investigation system, and the share of hanging deaths left undetermined. Mississippi’s ratio — 0.28, against a US ratio of 0.43 — is the lowest in the country: in MS, FL, AL, LA, TN and SC, Black residents die by hanging suicide at under one-third the White rate, while in Utah and Kansas the rates are nearly equal. The report reads the pattern as matching the “minority suicide paradox” literature. Medium confidence
| State | Black | White | Hispanic | Asian | Native Am. | Black÷White | System | Undet. share |
|---|
Click a column header to sort. supp. = CDC suppresses counts of 1–9 deaths; the report never estimates them. Undetermined share = share of all hanging deaths (all races) left undetermined, Appendix A.2; “—” where the appendix does not state one. By system type, undetermined shares run: State ME 0.68% · County ME 1.19% · Coroner 1.11% · Mixed 1.0%. Alaska (3.5%), Arizona (2.6%) and Mississippi (2.5%) leave the largest shares undetermined — and high-undetermined states include every system type.
Extremes worth knowing
Highest Black rates
- Utah 4.9 (15 deaths, State ME) · Kansas 4.5 (52, Coroner) · Colorado 4.4 (78, Mixed)
- West Virginia 3.7 (17) · New Mexico 3.7 (11) · Oklahoma 3.7 (78) · Oregon 3.5 (23) · Nevada 3.3 (70) · Iowa 3.3 (35) · Washington 3.2 (73)
- Mississippi’s Black rate is 1.3 — the lowest ranked. Ten states/DC have too few Black deaths for a reliable rate and are not ranked.
Highest Native American rates
- South Dakota 34.1 (184 deaths) · Alaska 30.5 (237) · Nebraska 27.4 (30) · Montana 24.7 (113)
- Minnesota 20.3 (88) · Mississippi 20.2 (21) · Idaho 20.0 (28) · Arizona 19.9 (412) · North Dakota 18.4 (49) · Wyoming 18.1 (15)
- 24 states/DC are unranked for AIAN rates. The lowest ranked: Texas 2.0, New York 2.5, North Carolina 3.2.
Context from the same chapter: in custody, hanging is how ~90% of jail suicides happen — yet the Black jail suicide rate (16 per 100k inmates) is the lowest of any group, against a White rate of 86; 71% of jail suicides were White inmates (BJS, Mortality in Local Jails 2000–19). State-level custody hanging data by race is not published — a data gap the report flags.
Part 2 · Question 2
Can the rulings be trusted?
Errors in death certification run in two directions. The report’s central finding is that the documented, peer-reviewed error is mostly the opposite of the viral one — but the second direction is real, rarer, and by construction almost impossible to count.
Direction A — hidden suicides
A real suicide coded undetermined or accidental. Well documented for Black decedents. Peer-reviewed
- Rockett 2010: Black decedents had 2.38× the odds of “potential suicide misclassification” vs White decedents.
- Huguet 2012: Black violent deaths carry more missing information in the national violent-death reporting system.
- This is the error the 26%-vs-8.5% undetermined gap points to: suicides the record loses, not murders it hides.
Direction B — hidden homicides
A homicide staged or mistaken as suicide. It happens — but it has never been measured by race. Gap confirmed
- Tasia Fortune (Jackson, MS, 2026) — killed in a drug dispute and hanged to stage a suicide; police caught it.
- Sandra Birchmore (Canton, MA, 2021) — hanging ruled suicide; an ex-officer was federally indicted for strangling her and staging the scene; the ME amended the manner to undetermined.
- Elijah McClain (Aurora, CO, 2019) — manner stayed “undetermined” while an officer and two paramedics were convicted.
- No peer-reviewed study found estimates how many hanging “suicides” were homicides, by race.
Both can be true at once: a system that under-investigates Black deaths can hide suicides and miss homicides.
What the studies found
| Study | Journal | Finding, as stated in the report |
|---|---|---|
| Rockett et al. 2010 | BMC Psychiatry | Black decedents: 2.38× odds of “potential suicide misclassification”; differential certification may explain much of the Black–White suicide gap. |
| Huguet, Kaplan & McFarland 2012 | Suicide & Life-Threatening Behavior | NVDRS 2005–08: Black violent deaths have more missing information; undetermined deaths skew older, female, intoxicated. |
| Breiding & Wiersema 2006 | Injury Prevention | Large state-to-state variation in undetermined-intent coding, mostly poisonings. |
| Klugman, Condran & Wray 2013 | Social Science Quarterly | Medicolegal system type helps explain geographic variation in suicide rates. |
| Fernández & Jayawardhana 2024 | Health Services Research | Coroner-only states: 17.4% suicide under-reporting and 20.4% fewer autopsies (1959–2016). |
| Sheftall et al. 2022 | J. Am. Acad. Child & Adolescent Psychiatry | Black youth suicide rose 2003–17; hanging = 62% of Black youth suicides. |
| Nine-jurisdiction study 2026 | Injury Prevention | County coroner systems: 1.60× odds of undetermined drug deaths vs county ME systems. |
All seven are peer-reviewed. Peer-reviewed
Coroner vs medical examiner
Centralized / state ME systems leave fewer hanging deaths undetermined (0.68%) than coroner or county systems (1.0–1.2%): County ME 1.19%, Coroner 1.11%, Mixed 1.0%. Coroner-only states under-report suicides by 17.4% and perform 20.4% fewer autopsies (Fernández & Jayawardhana 2024). The report’s own caveat: “Correlation, not proof.”
Mississippi is one of 13 county-coroner states. Its coroner qualifications: age 21+, a high-school diploma or equivalent, and a state death-investigation course (generally 40 hours) before taking office; coroners are elected (Miss. Code §19-21-103, -105). The State ME performs autopsies on referral.
The logic test — what a hidden-homicide pattern would look like
If homicides were being systematically certified as suicides, the national data should show a recognizable shape. It shows the opposite shape.
| If hidden homicides were common, we would expect… | What the data show |
|---|---|
| Inflated Black hanging-suicide rates, especially where racial violence is historic | Black rates are the lowest of any group, and lowest of all in the Deep South (MS 1.3). High confidence |
| Few Black deaths coded homicide or undetermined | Coded homicide ~5× and undetermined ~3× as often as White deaths. High confidence |
| Fewer autopsies for Black hangings | More — 54% vs 42%. High confidence |
| Rulings later overturned | Several family-funded autopsies dispute rulings; official changes are rare and not tracked nationally. Unknown |
Bottom line: national data do not show a large hidden-homicide pattern — and they cannot rule out a small number of individual cases, because a homicide certified as suicide is invisible in the statistics.
Spotlight · Mississippi
Senatobia: what is verified, and what is not
Senatobia (Tate County, pop. 28,321) became a national story in 2026. The report separates what reporting actually established from a recollection that spread with the story — because the distinction is the whole point of the report’s evidence rule.
Verified High confidence
- Police chief Harold Vanderford (appointed Sept 29, 2025) used the N-word more than 12 times in private texts — in 10 private text conversations, July 2025–April 2026; one text said he “almost beat” a Black man and a White woman.
- Reported Aug 22, 2026 by Mississippi Today, Verite News and the NYT. Verite News verified the count via three acquaintances, context clues, and video metadata matched to Street View of his home; he did not respond to 12+ requests for comment.
- Aldermen fired him unanimously on Sept 1, 2026, rejecting his resignation.
- Two months earlier (June 14), Senatobia officers shot and killed 1-year-old Kohen Wiley during a shoplifting call — an officer fired into a car on a diaper-shoplifting call.
- In 2023, a Senatobia officer arrested a 10-year-old Black boy for urinating in public; the prior chief was forced out.
- Tate County context: 29.2% Black, 64.0% White; EJI documents 9 lynchings in the county, 1877–1950; death investigation by elected county coroner.
Not found Not found in any report
- The founder recalled that the Senatobia texts discussed “how many Black people they could arrest.”
- That claim was not found in any report — the report searched Mississippi Today, Verite News, the NYT and local coverage. The reported texts used slurs and described “almost” beating people; no report says they discussed arrest numbers.
- The report’s correction, in its own words: “We found no report that the Senatobia texts discussed ‘how many Black people they could arrest.’ The arrest-quota theme matches the Lexington DOJ findings (2024), not Senatobia.”
The Lexington match — DOJ, Sept 26, 2024 High confidence
- “Nearly one arrest for every four people in town.”
- 98% of traffic arrestees were Black; pay at times tied to arrests.
- Lexington’s ex-chief was fired in 2022 after recordings of slurs.
Also in Mississippi: Rankin County’s “Goon Squad” — deputies who tortured two Black men in January 2023; six were sentenced in 2024 after their group chat was exposed on May 29, 2024. High confidence
The flyers — and the timeline reading
KKK flyer drops are documented in 2025–26 in Tennessee (Jan 2025, >2,000 flyers), Baltimore (Jul 17, 2026), Indiana (Jul 24, 2026), Michigan (Aug 2026), Columbus, Ohio (Sept 28–29, 2026) and Louisiana (Oct 11, 2026, Unverified). No 2025–2026 KKK flyer reports in Mississippi were found. Flyers are documented as intimidation; none has been linked to any hanging.
The report’s timeline verdict Medium confidence: what lines up is a climate — a run of reported hangings (June–Sept 2026), the Senatobia texts, flyers in four other states, a 60-member congressional letter (Sept 8–10). What doesn’t line up is place: the hanging cases spread over NC, FL, MI, MS and MD; the flyers over MD, IN, MI, OH and LA — no overlap; and the only Mississippi hanging in the cluster (Fortune) was charged as a drug-related staged homicide. The timeline shows a climate — documented police racism and organized intimidation — that explains why families distrust rulings; it does not show a causal link between any flyer, any officer and any death.
Spotlight · Case C21
Nolan Wells: the case the internet tried
Nolan Xavier Wells, 18, Black and Filipino American, of Ocean Springs, MS, was found on July 6, 2026 by an NPS ranger on Horn Island (Gulf Islands National Seashore). His last confirmed sighting was ~3 pm on July 4; his phone last unlocked at 2:17 pm and went to the mainland without him. The FBI assisted locally and declined to open its own probe (Oct 5–6).
What supports the official account
- Boat GPS track. Primary
- Phone stayed locked after 2:18 pm; the “deleted” messages were unsent remotely by their senders — per the family’s own examiner. Corroborated
- 43 witnesses and 132 subpoenas before the Jackson County grand jury (Sept 21), which returned no true bill. Primary doc
- A witness said he “slipped awkwardly” off a boat ~3:30 pm. Single source
- FBI agreed there was no evidence of foul play. Corroborated
What is unresolved, or cuts against it
- Cause and manner undetermined by both pathologists. Primary
- Two ~2-inch bruises on the back of the head; the independent pathologist called them “very recent.” No skull fracture; no fluid in airways. Primary
- The MDMR search log at 1:38 am: “no further action was taken” overnight; a search boat went out ~8 am — unexplained. Primary log
- The ranger report and scene photos have not been released.
- Self-review: the DA (19th Circuit DA Angel Myers McIlrath) and the sheriff reviewed their own case — a conflict flag under the report’s evidence rule.
- Context only: a Jackson County ex-sheriff pleaded guilty to obstruction-related charges in 2013. Primary court record
The Sea Tow call — what a single phone call can and cannot establish
A teen on the friends’ boat called a private towing company; MDMR released the audio ~July 25, 2026. Primary audio Three things about it remain disputed:
- The words: asked “Is everyone in good health?”, the answer is transcribed as “Yeah, everyone is on board” (WLOX/Fox) vs “Yeah, everybody’s [inaudible]” (independent channel analysis) — disputed.
- The time: 3:48 pm (file label) / ~4:00 pm (WLOX) vs 4:36 pm (family examiner) / 4:48 pm (friends’ counsel exhibit) — unresolved; four times.
- The location: the caller gives coordinates — “not aground, ~31 ft” — matching an anchor point, yet GPS shows the boat moving from 4:31 pm — conflict, unexplained. Nolan is not identifiably heard on the released audio.
The report’s reading Medium confidence: the call establishes that a call happened and what was asked; it does not establish whether Nolan was aboard, and it does not show a crime.
What the AI process concluded — and what it did not
The AI jury voted 15–1 to reopen rather than let the record stand; the tiers ran Reopen → Reopen (Tier 2 affirmed 3–0) → Reopen. At Tier 3, 4 of 5 models found “no evidence” of a hate group (1 said “insufficient”); 3 of 5 marked “possible violation — refer” on civil rights. The report’s gloss: the AI consensus is a process verdict — the record warrants an independent federal review and release of the ranger report, photos and full timeline. It is not a finding that anyone killed Nolan Wells. AI simulation
No official body, court or credible outlet has found a cover-up or a racial motive. The family’s attorney: “we don’t know if it was racist or not.” Three friends have sued six online creators and Terrell Owens for defamation; at least four people were charged over threats. Jackson County context: pop. 145,249 (18.9% Black, 66.1% White); EJI documents 8 lynchings, 1877–1950; death investigation by elected county coroner, State ME autopsy.
Part 3 · The roster
The 42 cases
Every named US death since 2000 whose official manner or investigation was publicly disputed by family, an independent pathologist, or credible reporting — verified and carried through all three AI trial tiers. 42 cases; 31 are hangings (including one staged homicide); 36 Black decedents, plus White, Hispanic, Asian and Native comparison cases. Ten cases are in Mississippi, more than any other state, in counties with deep lynching histories (Leflore 48, Hinds 22, Bolivar 13, Scott 13 — EJI). Medium confidence Ten roster cases are from 2026 alone. AI simulation — the verdicts below are the AI trial’s, not courts’.
The pattern underneath: cases from elected-coroner jurisdictions ended “not stands” 71% of the time, against 41% in medical-examiner jurisdictions. The recurring problems were self-review (the same local system investigating and presenting its own case), unreleased records, fast closures, and no full autopsy. The report’s caveat: small numbers, non-random selection (disputed cases by definition), AI verdicts — this shows where scrutiny is warranted, not a rate.
The cross-case pattern, grouped
| Group | Cases | Stands | Reopen | Homicide | % not stands |
|---|---|---|---|---|---|
| Elected-coroner jurisdictions | 17 | 5 | 10 | 2 | 71% |
| Medical-examiner jurisdictions | 22 | 13 | 9 | 0 | 41% |
| Mississippi | 10 | 4 | 5 | 1 | 60% |
| Hangings | 31 | 17 | 13 | 1 | 45% |
| Other manners | 11 | 2 | 7 | 2 | 82% |
| Black decedents | 36 | 19 | 15 | 2 | 47% |
| Other groups | 6 | 0 | 5 | 1 | 100% |
Coroner and ME rows cover 39 of the 42 cases, as grouped in the report. On the report’s third question: at Tier 3, the hate-group finding was “no evidence” for every case reviewed, except C31 and C33, where it was “insufficient evidence.” No case produced evidence of hate-group involvement at any tier.
Eight near-misses were excluded with reasons, including Titus Tucker (no news or official record found), Kindra Chapman (family publicly accepted suicide), Cory Zukatis (no documented dispute of the ruling) and Robert Elliott (a homicide investigation, not a disputed ruling). Three roster cases — Torrance Medley, Dominique Alexander and Uche Okafor — surfaced from the social-media pulse and were verified in major outlets before inclusion.
Part 9 · The AI mock trial
Three tiers of appeal
Every roster case was argued, judged and — where the rules allowed — appealed, by AI models from different companies. Two questions were kept separate at every tier: Q1, misclassification — are Black hanging deaths being ruled suicide when they were homicides, at a meaningful rate? And Q2, hate groups — is there evidence organized hate groups were involved in any of these deaths?
Argument and jury
Prosecution (Claude Sonnet 5.5) vs Defense (GPT-5.5): opening statements, one rebuttal and closing each. 16 AI jurors from 16 model families voted on every case; a judge (Gemini 3.1 Pro) issued the verdict.
Key exhibits: the rulings-by-race tables (F1/F2), autopsy rates (F6: 54% vs 42%), the misclassification literature (P1/P6), Mississippi’s elected coroners (S3), the staged hangings (C16/C20) — and exhibit G: a homicide certified as suicide is invisible in the data.
Three judges, three families
OpenAI o3, DeepSeek V4 Pro and Qwen 3.7 Max reviewed every reopen/homicide verdict, every split jury and every case either side appealed. Each judge could affirm, reverse or remand — and flag a case for civil-rights review.
All three judges flagged a pattern worth civil-rights review on docket 1 — of deficient investigation, not of hidden homicides.
Final findings
Five models — Claude Opus 5.5, GPT-5.5, Gemini 3.1 Pro, Perplexity Sonar Reasoning Pro (academic mode) and Grok 4.7 — took the flagged cases and issued the final findings on hate-group involvement and on any pattern across cases or states.
Two dockets ran through all tiers: Docket 1 = C1–C21; Docket 2 = the expanded roster (C20, C22–C42), where the jury had 13 valid jurors (see vote hygiene, below).
What the juries believed, in probabilities
Jurors gave probabilities for three propositions; these are the medians, reported per docket — not any single model’s verdict.
| Proposition (jury median) | Docket 1 · 16 jurors | Docket 2 · 13 valid jurors |
|---|---|---|
| National classification is accurate | 73.5% | 65% |
| A meaningful hidden-homicide share exists | 12% | 12% |
| Hate groups were involved | 3.5% | 5% |
Jurors also judged the defense the more faithful advocate — 10 of 16 on docket 1 and 10 of 13 on docket 2.
Tier 1: the judge’s verdict
On Q1 (Gemini 3.1 Pro): no data support a “meaningful rate” of Black hanging homicides misclassified nationally; the literature finds the inverse error — but local systems have structural deficiencies and conflicts of interest that make several individual rulings unreliable. On Q2: unanimously unproven.
Tier-1 highlights: unanimous “ruling stands” for 8 docket-1 cases; a 15–1 “homicide” vote for C16 (Fortune, already charged); C1 and C4 drew the only homicide minorities among disputed hangings. On docket 2: unanimous “stands” for Sandra Bland, Raynard Johnson and Feraris Golden; 12–1 “unlawful killing” for Elijah McClain and 11 votes for Vanessa Guillén — both matching official or court findings; Birchmore split 7 homicide / 6 reopen.
The appeals that moved cases
Prosecution appeals — won
- C2 · Lennon Lacy: stands → reopen. Scene unsecured for 6+ hours, no step found, missing sneakers; the closure rests on non-public photos.
- C14 · Jerard Jackson: stands → reopen. The official finding was only “preliminary.”
- The prosecution also appealed the Q1 framing itself: the rate is “not estimable,” not “no data” — and the judge had misstated that both C20 matters had charges.
Defense appeals — won
- C10 · Trey Reed: reopen → stands (2–1; Qwen dissented). Coroner and State ME found no assault injuries; the second autopsy was never finalized.
- C20 · Sandra Birchmore: homicide → reopen (3–0). A federal indictment is not a conviction.
- On docket 2, Tier 2 also reversed Torrance Medley, Titi Gulley, Danye Jones and Dexter Wade to “ruling stands.”
Tier 3: the final findings
- Hate groups: no evidence in any case on either docket. A minority said “insufficient evidence” (not “no evidence”) for C1, C4, C31 and C33. Median chance any case involved a hate group: 5% (docket 1), 3% (docket 2).
- Patterns: a misclassification pattern was judged unlikely — median 18% / 15%. A deficient-investigation pattern was judged likely — median 72% / 72%. “Pattern-or-practice” was marked found by 3 of 5 models on docket 1 and 4 of 5 on docket 2 (Claude Opus 5.5 and Grok 4.7 dissented: no single jurisdiction in the record shows multiple deficient death investigations).
- States named: Mississippi was named a state of concern by every Tier-3 model; then NC, AL, TX, GA (Texas, Georgia, Montana, Pennsylvania and Colorado appear on docket 2).
- Civil rights — “possible violation, refer” majorities: C20 Birchmore, C21 Nolan Wells, C32 Kendrick Johnson, C35 McClain, C37 Guillén, C39 Christian Hall. Most other flagged cases were marked investigative deficiency.
- Final aggregate: of 42 cases, the last tier to review each left 19 stands · 20 reopen · 3 homicide/unlawful killing (Fortune, McClain, Guillén — all matching charges or court findings). 19 + 20 + 3 = 42; no cases remain.
Part 8 · The 29-model AI panel
Twenty-nine models, one factsheet, four rounds
Separately from the trial, 29 AI models from about 20 companies read the same ~2,700-word factsheet — every fact carrying an ID tag the models had to cite — and judged three claims across four rounds. (30 model entries were run; Tencent HY4 and Mistral Large 4 returned empty answers.) Run via NanoGPT and OpenRouter, Oct 18, 2026. AI simulation
Alone first
Each model judged Claim A (misclassification in either direction), B (hidden homicides) and C (hate-group involvement) without seeing any other model’s answer, then gave probabilities.
Anonymized digest
Each model read an anonymized digest of all Round-1 bottom lines and votes, had to name the strongest dissent, flag errors, and revise or defend its position.
Checked, then re-judged
A chair (Claude Opus 5.5) wrote consensus statements with confidence levels, named dissents and an overreach check — cross-checked by DeepSeek V4 Pro. In Round 4, after the founder’s evidence rule was introduced, every model re-judged its own earlier reasoning.
How the votes moved
| Claim | Round 1 → Round 2 | After Round 4 re-weighting |
|---|---|---|
| A — death certification differs by race | “Strong” votes rose 11 → 15 | 27/27 still Moderate-to-Strong (15 Strong / 13 Moderate on grade) |
| B — hidden homicides | Collapsed onto “Weak” as all “other way” / “none” voters converted | Median chance of a meaningful hidden-homicide share rose to 12% (was 10%), range 8–25% |
| C — hate-group involvement | “No evidence” in both rounds | 27/27 still “no evidence” (median probability 2%) |
Probabilities, Rounds 1 → 2: the median chance of a meaningful hidden-homicide share stayed at 10%, but the range narrowed from 2–20% to 5–12%. The median chance of hate-group involvement fell from 3% to 2%. In Round 4, 17 of 27 models said the evidence rule changed their view (mostly on C21 and trust in local rulings). The key self-correction: the CDC figures are produced by the same certifiers whose accuracy is in question, so national data cannot fully referee the dispute.
Round-3 consensus
- Death certification for hanging deaths differs by race: Black deaths ~5× as likely coded homicide, ~3× undetermined; the literature shows Black suicides under-counted. (~100% agree on direction.) High confidence
- The documented bias mostly runs the other way: suicides coded undetermined or accidental. No study estimates hidden hanging homicides by race. High confidence
- Hidden homicides: “Weak” — possible in isolated cases (C8, C10, C12, C18 carry red flags; C16 and Birchmore show staging happens), not shown as a pattern. Black hangings are autopsied more; Black rates are lowest in the Deep South. (28/28.) Medium confidence
- Certificate data cannot detect a homicide recorded as suicide, so neither “no evidence” nor “disproven” is available for Claim B. Medium confidence
- No evidence links organized hate groups to any listed case; the Senatobia texts and 2025–26 flyers overlap with the hangings only in time, not place or content. (28/28.) High confidence
Named dissents: 13 models (including Claude Sonnet 5.5, GLM-5.3, DeepSeek V4 Pro, Grok 4.7 and Gemini) would keep Claim A at Moderate, not Strong. Nemotron’s Baltimore-flyer point was rejected by the panel; Gemini’s p(B) = 5% argument was rejected by the others. Dissents are recorded — not averaged away.
A retrieval control: Perplexity’s Sonar models ran through OpenRouter in academic mode (search_mode: "academic", scholarly sources only), with Sonar Pro in normal web mode as control. Academic mode returned 21 citations, 16 (76%) from journals/PubMed; web mode 15 citations, 10 (67%). Impact on conclusions: small — the gain was sourcing quality, not direction.
“US death records do treat Black hanging deaths differently: they are more often labeled homicide or ‘undetermined’ than White ones. The best research suggests the main error is Black suicides being undercounted, not murders being disguised as suicides. A few cases have real unanswered questions, and staged hangings do happen, but no case has been officially reclassified and no study shows a hidden pattern. Because a murder recorded as suicide would be invisible in national statistics, the panel cannot rule it out and puts the chance of a meaningful hidden share at roughly 10%. There is no evidence that organized hate groups were behind any of the listed deaths.”
Who sat on the panel: Anthropic (Claude Sonnet 5.5 thinking, Claude Opus 5.5) · OpenAI (GPT-5.5, o3, gpt-oss-120b) · Google (Gemini 3.1 Pro, Gemma 4 31B thinking) · xAI (Grok 4.7) · Perplexity (Sonar Deep Research academic, Sonar Reasoning Pro academic, Sonar Pro web) · DeepSeek (V4.1 Flash 1017 thinking, V4 Pro thinking) · Alibaba Qwen (3.7 Max thinking, 3.5 397B thinking) · Moonshot Kimi K3 · Zhipu GLM-5.3 (thinking) · MiniMax M3 (thinking) · Mistral (Large, Medium 3.1, Small 4) · Meta Llama 4 Maverick · NVIDIA Nemotron 3 Ultra (thinking) · Nous Research Hermes 4 405B (thinking) · Xiaomi MiMo v2.6 Pro · Baidu ERNIE 5.1 (thinking) · Cohere Command A Reasoning · Amazon Nova Pro · StepFun Step 3.7 Flash (thinking) · Meituan LongCat 2.0 (thinking).
The method, on purpose
How the panels were set up — and why
A single AI model has a single maker’s tuning, training mix and house view. This report’s panel and trial were designed so that no one model — and no one company — could carry the conclusion. Each design choice below counters a specific way a panel can go wrong; together they are a method a reader could copy.
One shared fact base
Every model read the same ~2,700-word factsheet, with every fact carrying an ID tag — and models had to cite fact IDs for their claims. The argument is over identical evidence, not over whose training data remembers what.
Counters: unequal information · arguing from private recallBreadth across labs
29 models from about 20 companies and families — Anthropic, OpenAI, Google, xAI, DeepSeek, Qwen, Perplexity, Mistral, Meta and more — run via NanoGPT and OpenRouter. No single maker’s tuning or house view can dominate a vote spread that wide.
Counters: single-lab tuning · house viewIndependence before discussion
Round 1 votes were cast without any model seeing another’s answer. First positions were formed alone, so the opening spread is a real measurement of independent judgment — the baseline every later shift is compared against.
Counters: anchoring · herdingAn anonymized roundtable
Round 2’s digest stripped model names. Arguments were weighed without brand prestige, and each model had to name the strongest dissent and flag errors in the digest before revising or defending its own position.
Counters: brand prestige · deference to big namesCross-family checking
The Round-3 consensus was chaired by Claude Opus 5.5 (Anthropic) and cross-checked by DeepSeek V4 Pro — a different family, with different training and incentives. An explicit overreach check was applied, and dissents are named in the record, not averaged away.
Counters: self-grading · consensus by blurAn evidence rule — then re-judging
In Round 4, the founder’s evidence rule was introduced: official rulings get no extra weight for being official; every claim is weighed by its underlying evidence, and self-review is flagged as a conflict. Every model then re-judged its own earlier reasoning. 17 of 27 changed their view — and the setup reports that, rather than hiding it.
Counters: deference to authority · frozen first impressionsAdversarial structure in the trial
Prosecution (Claude Sonnet 5.5) and defense (GPT-5.5) came from different families; the judge (Gemini 3.1 Pro) from a third. Appeals were heard by three judges from three different families (o3, DeepSeek V4 Pro, Qwen 3.7 Max); the final civil-rights tier seated five models. No family argued, judged and reviewed its own work.
Counters: one-sided advocacy · self-reviewHonest vote hygiene
Juries seated 16 (docket 1) and 13 valid jurors (docket 2). Votes that came back unparseable (Hermes 4, Perplexity) or timed out (Xiaomi) were excluded and reported openly — never silently replaced. Results are reported as medians and ranges of probabilities, not as a single model’s verdict.
Counters: silent vote-rigging · false precisionA retrieval control
Perplexity Sonar ran in academic mode and web mode side by side. The citation-quality difference was measured — 76% vs 67% from journals/PubMed — and its small effect on conclusions was stated, so a sourcing upgrade can’t quietly masquerade as a change of mind.
Counters: unmeasured sourcing effectsAgreement has to survive the gauntlet
The payoff, stated plainly: where the models converged, they did so only after independence, anonymity, cross-examination and an evidence rule — 27 of 27 “no evidence” on hate groups after re-weighting. And where they did not converge, that is shown too: Claim A’s grade split 15 Strong / 13 Moderate. The point of the design is that agreement counts only when it has survived all of that.
Counters: manufactured consensusParts 10–11 · History
Group violence is ancient. Color hierarchy is not.
The report’s short answer: ranking people by skin color — and making that rank hereditary in law — took shape in the Atlantic world between the 1400s and 1700s. Labels: [V] verified primary or peer-reviewed · [C] corroborated scholarly consensus · [S] contested or single-source. An AI panel asked the same origins question put the start in the same place: all 27 scored models placed systematic color-based hierarchy in the 15th–18th-century Atlantic world, crystallizing in colonial law (Virginia 1662–1705). AI simulation
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DEEP PAST
Violence between groups needs no color line
Chimpanzees kill across community lines — Wilson et al. 2014 (Nature) compiled 152 killings in 18 communities over five decades [V]; Goodall documented Gombe’s “Four-Year War,” 1974–78 [C]. Chimps target group membership — territory, familiarity — not appearance; the Gombe victims were former companions [C]. Humans favor their in-group even on trivial labels (Tajfel’s minimal-group studies) [C]; infants’ own-race face preference reflects exposure, not innate hostility [C].
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≥13,400 YEARS AGO
The earliest human intergroup violence
Jebel Sahaba, Sudan — repeated episodes of intergroup violence (Crevecoeur et al. 2021, Scientific Reports) [V]. Nataruk, Kenya, ~10,000 years ago: 27 individuals (Lahr et al. 2016, Nature) [V; the “warfare” reading is debated, S].
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ANCIENT WORLD
Difference noticed — hierarchy not built on it
Greeks and Romans noticed skin color but did not build a color hierarchy of human worth (Snowden, Blacks in Antiquity 1970; Before Color Prejudice 1983) [C, with debate]. Isaac (2004) finds Greco-Roman “proto-racism” — hereditary stereotypes about peoples, Aristotle’s “natural slaves” — but not color-coded [C]. “Barbarian” meant non-Greek speaker; China’s Hua–Yi line was cultural; ancient slavery came from war, debt and piracy, not race [C].
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1449 – 1705
Race is invented — in law
1449: Toledo’s Sentencia-Estatuto barred descendants of converted Jews from office — limpieza de sangre made lineage a heritable stigma [C]. The Atlantic slave trade embarked ~12.5 million Africans; ~10.7 million survived the crossing (SlaveVoyages) [V]. Virginia law followed: 1662 (a child’s status follows the mother), 1667 (baptism doesn’t free), 1691 (interracial marriage banned), 1705 (slave codes) [V] — a hardening historians link to elite responses after Bacon’s Rebellion, 1676 (Morgan 1975) [C, interpretive]. Linnaeus (1758) split humans into four varieties with temperament stereotypes; Blumenbach (1775/1795) proposed five and coined “Caucasian” [V].
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1883 – 1950
Science and law harden it
Galton coins “eugenics” (1883) [V]; Plessy v. Ferguson (1896) [V]; the 1924 immigration quotas and Virginia’s Racial Integrity Act [V]; Buck v. Bell upholds forced sterilization (1927) [V]; the Nazi Nuremberg Laws (1935) drew partly on US race law (Whitman 2017) [C, interpretive]; apartheid’s Population Registration Act (1950) [V]. Tuskegee recorded 4,743 lynchings 1882–1968, 3,446 of Black victims [V]; EJI documents 4,400+ racial-terror lynchings of Black people, 1877–1950 [V]. Recorded lynchings peaked in 1892 — 230, of whom 161 Black — and fell to near zero by the 1950s; Tuskegee counts are a floor.
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1954 – 2022
Dismantling — and what genetics says
Brown (1954), the Civil Rights Act (1964), Voting Rights Act (1965), Loving (1967), Fair Housing Act (1968); apartheid ends in 1994 [V]. Lewontin (1972): ~85% of human genetic variation lies within populations [V]; Rosenberg et al. (2002, Science): 93–95% [V]. The AABA Statement on Race and Racism (2019): race does not accurately describe human biological variation; it is a social construct with real effects [V]. The 2013 Shelby County ruling ended VRA preclearance; the 2022 Emmett Till Antilynching Act made lynching a federal hate crime. High confidence
The panel’s median cause weights for the hierarchy’s origins (ranges in the report): economics of slavery & labor 30 · colonialism 20 · law 15 · political elites 10 · scientific racism 9 · evolutionary in-group psychology 5 · religion 5. Caveat: the answer template’s example period may have anchored some models’ wording; the cause weights were unprompted. AI simulation
Progress, measured: approval of interracial (Black–White) marriage rose 4% (1958) → 94% (2021); the Black–White segregation index fell 72.7 (1980) → 55.2 (2020); intermarriage among newlyweds rose 3% (1967) → 17% (2015). High confidence Hate crimes moved the other way recently: anti-Black incidents jumped to 2,971 in 2020 and peaked at 3,421 in 2022; the BJS victim survey finds roughly a quarter-million hate victimizations a year, most never reported to police. Medium confidence Of the panel, 21 of 27 scored models said the post-2020 rise is “partly” real and 6 said “yes”; none called it purely a reporting artifact.
What works — the fixes, graded by evidence
The grade is the report’s, based on the evidence — not the panel’s vote, which is shown alongside.
| Fix | Evidence grade | Panel vote | Source / note, as stated |
|---|---|---|---|
| Structured intergroup contact | Strong | 15 Strong / 12 Moderate | Pettigrew & Tropp 2006 (515-study meta-analysis); Paluck, Green & Green 2019 (smaller effects in rigorous trials). Reliably reduces prejudice under equal-status, cooperative conditions; effects on violence indirect. |
| Independent appointed medical examiners (vs elected coroners) | Moderate | 14 Strong / 13 Moderate | Fernández & Jayawardhana 2024; National Research Council 2009. Coroner-only states underreport suicides 17.4% and autopsy 20.4% less; no trial shows effects on disputed rulings by race. Cases: C1, C4, C10, C29, C31 were ruled by elected coroners; C12 shows ME systems can also close too fast. |
| Independent outside-agency probes of custody / police-involved deaths | Moderate | 19 Strong / 8 Moderate | President’s Task Force on 21st Century Policing 2015 (recommendation); evidence mostly about trust and process. Cases: C27’s outside review supported the ruling and produced reforms; C21 and C34 carry self-review flags; C39’s DA review is disputed. |
| Federal pattern-or-practice enforcement | Moderate | 19 Moderate / 7 Strong / 1 Weak | Rushin 2017; DOJ Lexington findings 2024. Consent decrees reduce some misconduct; effects fade after oversight ends. Cases: Lexington and the Hinds County jail receivership; Senatobia has no federal finding. |
| History / ethnic-studies education | Moderate | 25 Moderate / 1 Strong / 1 Weak | Dee & Penner 2017. Improves attendance and grades in one rigorous study; effects on prejudice and violence indirect. |
| Economic policy (wealth gap, place-based investment, mobility) | Moderate | 25 Moderate / 2 Strong | Chetty et al. 2018. Moving to opportunity raises children’s earnings; links to racial violence are long-run and indirect. |
| Online radicalization countermeasures (prebunking, deplatforming) | Weak–Moderate | 17 Moderate / 10 Weak | Roozenbeek & van der Linden 2019. Prebunking shows modest, decaying effects; deplatforming shrinks reach but users migrate. Relevant to viral misinformation around C10 and C21 and threats against the C21 friends. |
| Implicit-bias training | Weak | 25 Weak / 2 Moderate | Forscher et al. 2019 (meta-analysis). Changes in implicit measures are small and do not reliably change behavior. |
| Truth-and-reconciliation models | Weak | 16 Weak / 11 Moderate | Hayner 2011. Valuable for the historical record; little evidence they reduce later violence; no US national precedent. Partial US examples: EJI’s memorial work, Greensboro’s 2004–06 commission. |
Parts 12–13 · Conclusions
What the models would do — and what would settle it
Asked whether appearance-based division is holding humanity back, 28 models answered: 4 said yes, a major problem · 19 said partly — real and costly, but one of several divisions · 5 reframed the premise · 0 said no. The common thread: appearance is the visible marker; power, class, caste, religion and nationalism are the engines. AI simulation
Short term (1–5 years)
Ranked by models placing the item in their top three, of 28.
- Independent medical examiners — 21/28 · Moderate
- Structured intergroup contact — 15/28 · Strong
- Independent custody-death probes — 14/28 · Moderate
- Body cams & evidence release — 9/28 · Moderate (mixed on force)
- National death-investigation data / registry — 8/28 · Weak–Moderate (logic, no trials)
- Pattern-or-practice enforcement — 8/28 · Moderate
- Online radicalization countermeasures — 3/28
Long term (a generation)
Ranked the same way.
- Economic mobility / wealth-gap policy — 27/28 · Moderate
- School history education — 21/28 · Moderate
- Truth and reconciliation — 16/28 · Weak
- Housing desegregation — 13/28 · Moderate
- Structured intergroup contact — 6/28 · Strong
- National death-investigation data / registry — 1/28 · Weak–Moderate
“To an observer, sorting the avatars by color looks both tragic and arbitrary. But the panel’s answer is that the sorting was never really about color: it was built to divide labor, land and power, and it is maintained the same way. So the fix is unglamorous — investigate every disputed death in the open, by people with no stake in the answer; close the economic and housing gaps that keep the groups apart; teach the history straight; and build AI that audits power instead of automating it.”
What would settle it — six steps
1 · Release the second autopsies
Trey Reed’s final second-autopsy report, Juliana Nzita’s independent autopsy and Dennoriss Richardson’s scene evidence would resolve the three most-cited open cases.
2 · A national “public-place hanging” flag
Add a field to NVDRS for hangings found outdoors or in public places, with race, scene findings and whether foul play was investigated.
3 · Track reopenings and second autopsies
No dataset records when a hanging ruling is disputed, reopened or changed; a simple registry would show whether reversals cluster by race or county.
4 · Independent review where families dispute
Automatic state-ME or out-of-county review whenever a coroner rules suicide in a public-place hanging and the family disputes it.
5 · A peer-reviewed audit
Re-review a random sample of hanging suicides by race in coroner vs ME states — the study that has never been done.
6 · Answer the congressional letter
DOJ has acknowledged but not answered the Sept 2026 Pressley letter asking for independent autopsies and national data collection.
Part 7 · Social-media pulse
The conversation, measured
Measured with Monid, Tubealfred (YouTube) and the X API on Oct 18, 2026. The report’s method note: “We contacted and followed no one.” Its limits: Monid keyword search is a sample, not a census; X counts cover only 7 days; per-name X searches were skipped for budget; and engagement is not accuracy.
Per-case attention on TikTok Medium confidence: Elijah McClain 28.3M views of relevant posts, Kendrick Johnson 11.1M, Vanessa Guillén 10.3M lead the roster — while 11 names, including Otis Byrd, Dennoriss Richardson and Roy Veal, returned no relevant posts at all. The loudest accounts spanned both stances: alarm-raisers (@msrachelforlittles, 12.0M followers; @nowthisimpact, 6.67M; Nancy Grace) and skeptics (ex-CSI analyst @amy_santoro; commentator Officer Tatum, 1.01M views on YouTube).
Claims vs evidence
The claims that travelled furthest, checked against the record — with the report’s own verification status on each.
The pulse also worked as a reporting tool: three roster cases (Medley, Alexander, Okafor) surfaced from social media and were verified in major outlets before inclusion, while the loudest misattribution — the “DC police station lynching” — was traced to a real death, wrongly described, and excluded.