The Claim Check

AI analysis of claims on the All-In Podcast

GoodFellows18 claims reviewed

Founding history, affordability and AI risk

The 30-second take

The independence precedents, debt comparison and Iranian assassination plot are supported. Arguments about housing, AI jobs and bank runs go further than the evidence allows. Two accounts of the Declaration need correction.

Episode: National Treasures, October Surprises, and Silly Walks | Michael Auslin

Speaker assessments

Niall Ferguson

C
60/ 100

7 claims reviewed

Useful historical examples and a sound debt comparison; broader causal claims omit material evidence.

Evidence balance 4/10

John Cochrane

C
65/ 100

4 claims reviewed

A useful point about technical military roles; the history and affordability arguments need correction.

Evidence balance 5/10

H.R. McMaster

B
75/ 100

3 claims reviewed

The Iran precedent and Army values are well sourced; the standards argument needs a fuller account.

Evidence balance 6/10

Michael Auslin

B
70/ 100

4 claims reviewed · Guest

Strong on the independence vote and Jefferson’s purpose; two familiar historical accounts need correction.

Evidence balance 6/10

Bill Whalen moderated. No claims selected; no score.

Scores, sample sizes & reasoning
Dimensions /10 · overall score /100 · rubric v2.0
SpeakerOverallAccuracy 30%Coherence 20%Evidence support 20%Calibration 15%Evidence balance 15%Claims
Niall Ferguson60 / C60.5 before rounding776547
John Cochrane65 / C63.5 before rounding776654
H.R. McMaster75 / B73.5 before rounding887763
Michael Auslin70 / B69 before rounding787664
Bill WhalenNot assessed—————0

Niall Ferguson

Credit. Identifies earlier independence documents and gets the public-debt comparison approximately right.

Deduction. The conclusions about housing, jobs and nuclear power exceed the comparisons supplied.

Accuracy
The precedents and public-debt ratio are supported. The nuclear account compresses a more complicated history.
Coherence
Several valid observations are extended into claims about the main cause or a settled future outcome.
Evidence support
Primary records support the historical examples; the AI accident forecast lacks a measured likelihood.
Calibration
The jobs prediction is declared resolved too soon. The accident forecast has no time horizon.
Evidence balance
The sample contains four concrete omissions that materially weaken the conclusions.
Evidence balance 4/10

He tests historical novelty and recognizes AI risks across countries, but handles competing economic explanations less fully.

Credit. Introduces relevant precedents when the discussion overstates American novelty. Scotland and the Dutch declared independence before 1776

Credit. Qualifies the scale of a possible accident and extends the risk discussion beyond US models. More powerful AI agents will cause a major financial or infrastructure accident

Deduction. The dismissal does not assess the Declaration’s complaints about representation and courts. Those grievances can matter independently of the amount taxed. Low colonial taxes made the grievances exaggerated

Deduction. The account omits national financing costs and price increases from its causal comparison. A claim about the main cause requires weighing these alongside local building restrictions. The housing affordability crisis is mainly a blue-state problem

Deduction. The conclusion leaves out studies’ warning signs in younger workers’ hiring. Aggregate stability cannot settle whether exposed groups face disruption. The AI jobs apocalypse has been cancelled

Deduction. The account omits reactor construction problems documented before Three Mile Island. Earlier cost and demand pressures weaken an explanation centered on reactions to accidents. Nuclear power was shut down over minor accidents

John Cochrane

Credit. Distinguishes military roles and recognizes the speed of modern bank runs.

Deduction. Misdates the Declaration’s revival and draws broad conclusions from inflation and banking scenarios.

Accuracy
The pre-Lincoln history is wrong; the account of technical military skills is supported.
Coherence
The affordability and bank-run arguments skip conditions needed for their conclusions.
Evidence support
Official records support the role distinction and the run mechanism, but not his strongest generalizations.
Calibration
A plausible financial scenario is stated too broadly; the recruiting anecdote is not established.
Evidence balance
The discussion recognizes sector differences and regulatory awareness, but leaves important constraints out of two conclusions.
Evidence balance 5/10

He adds a relevant military counterexample, while the economic arguments give too little weight to household costs and bank safeguards.

Credit. Adds technical occupations to a discussion centered on a physical ideal. Modern warfare needs technical ability as well as physical prowess

Credit. Acknowledges that the Fed and Treasury are already aware of the risk. A hacking rumor could shut the financial system

Deduction. The argument relies on annual inflation without comparing accumulated costs with household incomes. That comparison is needed to assess the substance of affordability complaints. Inflation near 3% makes the affordability outcry mostly populist

Deduction. The scenario does not account for insured deposits or interventions that limited contagion in 2023. These can interrupt the progression from a run at one bank to system-wide failure. A hacking rumor could shut the financial system

H.R. McMaster

Credit. Uses a documented assassination plot and a recognizable institutional definition of military service.

Deduction. Treats the reasons for changed fitness standards more conclusively than the evidence supports.

Accuracy
The assassination precedent and Army doctrine are supported; the fitness-policy account has a factual core.
Coherence
The argument for demanding job standards is coherent, but it does not establish why every earlier change occurred.
Evidence support
Court cases and Army documents support two claims. The policy argument needs performance evidence.
Calibration
Separates personal criticism from parts of the policy he supports, though the account of motives is too certain.
Evidence balance
Applies his promotion principle across political sides, but omits the measurement rationale for a specific testing change.
Evidence balance 6/10

He gives credit and criticism within the same policy discussion. The main omission concerns how fitness was measured.

Credit. Uses service and responsibility as standards rather than judging competence from appearance. Warrior ethos is grounded in service, discipline and mutual obligation

Credit. Criticizes identity-based promotion in either direction while allowing that a disputed leader can make a valid policy change. Recent policy corrects a politically driven relaxation of military standards

Deduction. The Army’s stated reason for dropping the leg tuck included evidence that it measured upper-body strength alongside core fitness. Leaving out that validity problem makes a technical revision look solely like a political relaxation. Recent policy corrects a politically driven relaxation of military standards

Michael Auslin

Credit. Explains contingency, accepts precedents and corrects the panel’s pre-Lincoln chronology.

Deduction. Repeats an unestablished three-way split and misreads the conclusion of Lincoln’s metaphor.

Accuracy
The vote and Jefferson letter are well supported; the Adams attribution and Lincoln reading are not.
Coherence
Distinguishes original ideas from a new political setting and explains why colonial instructions mattered.
Evidence support
Primary texts support two claims and expose the limitations in the other two.
Calibration
The exact population shares and interpretation of Lincoln are presented with more certainty than warranted.
Evidence balance
He accepts a challenge to historical novelty, but leaves out a decisive qualification in Lincoln’s text.
Evidence balance 6/10

The exchange includes a real concession to counterevidence. The Lincoln interpretation selectively omits the ending.

Credit. Explains uncertainty and changing votes rather than treating independence as inevitable. Independence depended on changing colonial votes

Credit. Acknowledges earlier ideas and answers the challenge to the Declaration’s novelty. Jefferson meant to express familiar political principles

Deduction. Lincoln ends the fragment by urging preservation of both the principle and its constitutional frame. That closing instruction changes the practical meaning of the analogy Auslin describes. Lincoln’s metaphor asks us to look past the Constitution

Bill Whalen

Moderator. No claims selected; no dimension scores.

Claim types in the reviewed sample
SpeakerFactsOpinions / causal argumentsForecasts
Niall Ferguson232
John Cochrane130
H.R. McMaster120
Michael Auslin400
Bill Whalen000

Claim reviews

18 claims · 4 speakers

01Michael AuslinFactIndependence depended on changing colonial votesSupported

The sequence supports his account of a contingent decision.

The claim paraphrased

The July 2 vote was uncertain until the last moment; colonial instructions and delegates’ decisions shaped the outcome.

Evidence checked

Congress postponed the resolution while delegates sought instructions. Twelve colonies approved independence on July 2; New York abstained. The Declaration’s wording was adopted on July 4, with the formal signing beginning August 2.

Why this judgment

Auslin correctly separates the political decision from the later status of the document. The records support uncertainty over the coalition, although they cannot quantify what every delegate expected that morning.

Confidence in assessment94%

The congressional sequence and vote are documented by the National Archives.

What would change this judgment?

Contemporary instructions or voting records contradicting the sequence he describes.

02Michael AuslinFactAdams divided Americans into three equal campsNot established

Adams estimated opposition, but these letters do not establish three equal groups.

The claim paraphrased

John Adams later wrote that one-third of Americans favored independence, one-third were loyalists and one-third had no opinion.

Evidence checked

In 1813, Adams estimated that about one-third opposed the Revolution. He did not divide everyone else evenly between supporters and neutrals. His 1815 discussion of three groups concerns English and French sympathies in a different political context.

Why this judgment

The familiar thirds formula gives a precise-looking distribution without a contemporary count. Auslin’s broader point about divided loyalties survives; the specific attribution needs a matching passage. It would also be wrong to claim Adams never estimated loyalist opposition.

Confidence in assessment89%

The two letters can be checked directly, but this review cannot rule out every other Adams letter.

What would change this judgment?

An identified Adams passage assigning all three shares to Americans at independence, plus evidence for the population estimate.

03Niall FergusonFactScotland and the Dutch declared independence before 1776Supported

Both documents precede 1776, though their political settings differ.

The claim paraphrased

The Declaration had historical precedents, including Scotland in 1320 and the Dutch rejection of Spanish rule.

Evidence checked

The Declaration of Arbroath asserted Scottish independence in a letter to the pope. The 1581 Act of Abjuration rejected Philip II’s sovereignty over the Dutch provinces.

Why this judgment

These examples justify Ferguson’s challenge to a claim of complete novelty. Arbroath defended a kingdom, so it should not be treated as a modern republican declaration. The documents alone do not prove direct influence on Jefferson.

Confidence in assessment96%

The surviving texts establish the precedents and their different purposes.

What would change this judgment?

A narrower original claim limited to a feature absent from both precedents, or evidence establishing direct influence.

04Michael AuslinFactJefferson meant to express familiar political principlesSupported

Jefferson’s own explanation supports this interpretation.

The claim paraphrased

Jefferson intended the Declaration to express ideas Americans already recognized, rather than propose a new political philosophy.

Evidence checked

In his May 1825 letter to Henry Lee, Jefferson said originality was not the aim and described the text as an expression of the American mind, drawing on familiar political ideas.

Why this judgment

Auslin answers Ferguson’s challenge by distinguishing earlier ideas from the circumstances of the American declaration. The letter supports that distinction, although it is Jefferson’s retrospective account.

Confidence in assessment96%

The primary letter directly addresses the point at issue.

What would change this judgment?

Drafting records showing a substantially different stated purpose at the time.

05Niall FergusonOpinionLow colonial taxes made the grievances exaggeratedIncomplete argument

Tax levels alone cannot settle the case against British rule.

The claim paraphrased

The colonists were lightly taxed, making their complaints against Britain exaggerated and unfair.

Evidence checked

Galiani and Torrens’ research supports the low-tax premise and examines the conflict over representation. The Declaration also protests interference with legislatures, courts and consent to government.

Why this judgment

Ferguson offers a useful check on the idea of an unbearable tax burden. His broader dismissal requires assessing the other grievances. A low tax bill does not answer who had the authority to impose it or dissolve representative bodies.

Confidence in assessment88%

The distinction between tax burden and the documented political grievances is clear; judging their combined weight remains interpretive.

Evidence-balance issue

The dismissal does not assess the Declaration’s complaints about representation and courts. Those grievances can matter independently of the amount taxed.

What would change this judgment?

A direct assessment showing why the non-tax grievances were also materially exaggerated.

06John CochraneFactThe Declaration faded until Lincoln revived itIncorrect timeline

The Declaration had a substantial public life before Gettysburg.

The claim paraphrased

Cochrane asks whether the Declaration fell out of use until Lincoln restored it as a founding document at Gettysburg.

Evidence checked

John Quincy Adams commissioned the Stone engraving in 1820; it was completed in 1823. The 1848 Declaration of Sentiments adapted its language for women’s rights. Auslin also corrects Cochrane’s chronology during this episode, beginning at 20:28.

Why this judgment

He introduces this as a question and invites a response. Lincoln’s use was influential, but the earlier examples contradict the chronology embedded in the question. Auslin’s correction makes the exchange more useful than the initial account alone.

Confidence in assessment97%

Two dated records precede Gettysburg by decades.

What would change this judgment?

A narrower claim about Lincoln’s particular contribution to the Declaration’s political authority.

07Michael AuslinFactLincoln’s metaphor asks us to look past the ConstitutionMisreads the text

Lincoln’s closing instruction is to preserve both.

The claim paraphrased

Lincoln’s apple-of-gold and silver-frame analogy tells Americans to direct their attention away from the Constitution and toward the Declaration.

Evidence checked

The January 1861 fragment treats the principle of liberty as the gold and the Union and Constitution as its protective frame. It ends by urging readers to keep both intact.

Why this judgment

Auslin correctly identifies the hierarchy of ends and means. His stronger account of disregarding the Constitution omits the instruction that completes the analogy, changing its practical meaning.

Confidence in assessment96%

The full primary text resolves the omitted qualification.

Evidence-balance issue

Lincoln ends the fragment by urging preservation of both the principle and its constitutional frame. That closing instruction changes the practical meaning of the analogy Auslin describes.

What would change this judgment?

A different Lincoln passage explicitly urging the disregard Auslin describes, or a narrower paraphrase confined to ends and means.

08H.R. McMasterFactIran has used criminal intermediaries for assassinations abroadSupported

Criminal convictions establish the precedent.

The claim paraphrased

Iran has used criminal networks for attacks abroad, including the 2011 plot against the Saudi ambassador in Washington.

Evidence checked

Arbabsiar received a 25-year sentence for the ambassador assassination conspiracy involving Iranian officials and a supposed cartel contact who was a DEA informant. The 2025 Alinejad case provides a further example involving organized-crime intermediaries.

Why this judgment

These cases support McMaster’s description of a method Iran has used. They do not establish that a new attack is imminent or predict how an attack would affect an election.

Confidence in assessment96%

The assessment rests on convictions and documented conduct, rather than an untested accusation.

What would change this judgment?

Court findings overturning the relevant facts. A specific forecast would require separate evidence about an active plot.

09Niall FergusonFactUS debt relative to GDP has roughly tripled since 2001Supported with a definition

The comparison works for federal debt held by the public.

The claim paraphrased

The US debt-to-GDP ratio is about three times its level around 2001.

Evidence checked

The FRED series reports publicly held federal debt at 32.80% of GDP in the first quarter of 2001 and 98.71% in the first quarter of 2026, almost exactly three times as much.

Why this judgment

Ferguson’s order of magnitude is sound for this commonly used measure. He does not identify it in the remark; gross federal debt is a different series. The ratio also cannot date a future market correction.

Confidence in assessment97%

The two observations reproduce the comparison directly.

What would change this judgment?

Evidence that he meant a different debt measure, or revisions large enough to alter the ratio.

10John CochraneOpinionInflation near 3% makes the affordability outcry mostly populistIncomplete argument

The inflation rate is only one part of affordability.

The claim paraphrased

With inflation around 3%, the affordability debate is largely a demand for populist government intervention.

Evidence checked

The latest CPI release at recording showed 3.4% annual inflation. Harvard’s 2026 housing report describes accumulated price increases and expensive financing. Cochrane acknowledges price increases in gas, health care and education.

Why this judgment

Rounding inflation to about 3% is reasonable in conversation. The problem is the inference: households pay current price levels from their incomes. Slower inflation alone cannot establish that affordability complaints lack substance, even if proposed remedies are poor.

Confidence in assessment91%

The release date and rate are clear, as is the distinction between annual inflation and the cost of a household budget.

Evidence-balance issue

The argument relies on annual inflation without comparing accumulated costs with household incomes. That comparison is needed to assess the substance of affordability complaints.

What would change this judgment?

Evidence comparing household incomes, essential costs and financing burdens that supports his broader dismissal.

11Niall FergusonOpinionThe housing affordability crisis is mainly a blue-state problemCause overstated

Supply restrictions matter, but the claim needs a national accounting.

The claim paraphrased

High house prices relative to incomes are mainly a result of construction restrictions in Democratic states, so blaming the president’s party is unfair.

Evidence checked

Federal Reserve research supports a role for restrictive land use. Harvard’s 2026 report also records a 54% rise in national home prices since 2020 and elevated mortgage costs, with the median price around five times median income in 2025.

Why this judgment

Ferguson identifies a real mechanism. He does not show how much of the present burden comes from that mechanism, financing costs or changes outside the states he names. Those missing comparisons prevent a conclusion about the main national cause or a clean assignment of political responsibility.

Confidence in assessment86%

The competing mechanisms are documented; this review has no complete causal decomposition to substitute for his claim.

Evidence-balance issue

The account omits national financing costs and price increases from its causal comparison. A claim about the main cause requires weighing these alongside local building restrictions.

What would change this judgment?

A consistent state-level analysis of price-to-income ratios, building restrictions and mortgage costs that supports the claimed predominance.

12Niall FergusonForecastThe AI jobs apocalypse has been cancelledToo conclusive

The data support a narrower claim about what has happened so far.

The claim paraphrased

The data do not support an AI jobs apocalypse, so that predicted disruption has been cancelled.

Evidence checked

Stanford’s August 2026 revision finds no economy-wide displacement, but a 19% relative employment gap for young workers in more exposed occupations. It labels the pattern descriptive, not causal. Anthropic’s March study likewise finds no broad unemployment increase, with suggestive signs of slower hiring among younger workers.

Why this judgment

Ferguson is right to reject a claim that mass displacement has already been established. Declaring the risk over ignores differences across workers and turns current observations into a settled forecast. The early-career evidence does not itself prove that AI caused the gap.

Confidence in assessment88%

Two studies support the distinction between aggregate outcomes and narrower hiring patterns; long-run effects remain unresolved.

Evidence-balance issue

The conclusion leaves out studies’ warning signs in younger workers’ hiring. Aggregate stability cannot settle whether exposed groups face disruption.

What would change this judgment?

Longer, causally credible evidence showing sustained employment and hiring outcomes as adoption expands.

13Niall FergusonForecastMore powerful AI agents will cause a major financial or infrastructure accidentPlausible, unresolved

There is a credible risk mechanism, but no demonstrated probability or timetable.

The claim paraphrased

AI agents are increasingly hard to control, making a major accident such as a bank failure or power outage likely.

Evidence checked

The Financial Stability Board identifies AI-related cyber, model and concentration risks. OpenAI’s 2025 agent system card documents prompt-injection vulnerabilities and mitigations. Neither establishes the current claim that its agents are completely out of control.

Why this judgment

A damaging accident is possible. Ferguson provides no incident chain, base rate or time horizon that makes his particular examples likely. Credit is due for distinguishing an accident from a catastrophe and later including Chinese models in the concern. This forecast is assessed for support, not marked false.

Confidence in assessment76%

Risk assessments support the mechanism but cannot resolve the likelihood of the proposed events.

What would change this judgment?

Verified incidents, exposure data and a defined forecast horizon showing that safeguards leave a substantial probability of this outcome.

14Niall FergusonOpinionNuclear power was shut down over minor accidentsHistory oversimplified

The health point is sound for Three Mile Island; the industry-wide explanation is too narrow.

The claim paraphrased

Nuclear energy was shut down because people overreacted to accidents that caused little harm, including Three Mile Island.

Evidence checked

The NRC reports no observable public-health effects from the Three Mile Island releases, alongside serious reactor damage and safety changes. An EPA report recorded extensive reactor deferrals and cancellations in 1974, before the 1979 accident, amid cost and demand pressures.

Why this judgment

Small measured public-health effects can coexist with a serious industrial failure. Earlier construction problems also weaken the claim that public reaction to accidents explains the industry’s difficulties. This does not establish that accident-driven regulation had no effect.

Confidence in assessment89%

The accident findings and the earlier chronology are documented; their relative contribution to investment would need further analysis.

Evidence-balance issue

The account omits reactor construction problems documented before Three Mile Island. Earlier cost and demand pressures weaken an explanation centered on reactions to accidents.

What would change this judgment?

An investment history separating accident responses from financing, construction costs and demand, while distinguishing different accidents.

15John CochraneOpinionA hacking rumor could shut the financial systemWorst case overstated

A run is possible; system-wide closure requires additional failures.

The claim paraphrased

A rumor that bank accounts have been compromised could trigger a run and close down the financial system.

Evidence checked

The Fed’s SVB review shows how quickly deposits can leave a vulnerable bank with concentrated, uninsured funding. Deposit insurance and liquidity intervention can limit contagion; the 2023 response is a concrete example. Cochrane also notes that the Fed and Treasury are aware of these risks.

Why this judgment

The scenario identifies a real channel from lost confidence to withdrawals. Its outcome depends on bank liquidity, deposit coverage, operational damage and the response. Those conditions are missing from the jump to shutting the system. Insurance against bank failure would not fix every kind of cyber loss.

Confidence in assessment85%

Documented runs and interventions establish both the risk and reasons the outcome is not automatic.

Evidence-balance issue

The scenario does not account for insured deposits or interventions that limited contagion in 2023. These can interrupt the progression from a run at one bank to system-wide failure.

What would change this judgment?

A specified failure scenario showing why existing liquidity, insurance and recovery arrangements would fail across institutions.

16H.R. McMasterOpinionWarrior ethos is grounded in service, discipline and mutual obligationWell grounded

His description matches the Army’s stated commitments.

The claim paraphrased

The military’s warrior ethos is about service, courage, discipline and responsibility to others; appearance-based insults do not define it.

Evidence checked

The Soldier’s Creed centers mission, service, discipline, professional competence and loyalty to fellow soldiers. It also requires physical and mental toughness.

Why this judgment

McMaster’s institutional description has a direct basis in Army doctrine. Whether a leader’s rhetoric exemplifies those values is a judgment; agreement with his criticism is not part of this score.

Confidence in assessment92%

The institutional definition is explicit, while the application to a particular speech remains interpretive.

What would change this judgment?

A competing official definition or evidence that the criticized remarks expressed a materially different point in context.

17H.R. McMasterOpinionRecent policy corrects a politically driven relaxation of military standardsMixed support

Some standards changed, but the explanation omits the testing evidence.

The claim paraphrased

Hegseth is right to reverse standards relaxed under the previous administration in pursuit of equal outcomes.

Evidence checked

McMaster does not name a test. One relevant change was the Army’s 2022 adoption of age- and sex-normed ACFT scoring and replacement of the leg tuck, citing evidence that it poorly isolated core strength. RAND’s later research supports higher, job-specific requirements for close-combat roles.

Why this judgment

McMaster has a factual basis for discussing changed standards and a defensible case for demanding combat requirements. He does not establish that the changes generally reflected political preference over readiness. His subsequent criticism of identity-based promotion in either direction is a useful consistent standard.

Confidence in assessment83%

The policy and research are identifiable, but they cannot establish the motives behind every change or military-wide readiness effects.

Evidence-balance issue

The Army’s stated reason for dropping the leg tuck included evidence that it measured upper-body strength alongside core fitness. Leaving out that validity problem makes a technical revision look solely like a political relaxation.

What would change this judgment?

Role-specific performance and readiness evidence showing that the changes lowered job-relevant standards, with documentation of the claimed policy rationale.

18John CochraneOpinionModern warfare needs technical ability as well as physical prowessWell grounded

Different military jobs require different combinations of skills.

The claim paraphrased

Drone and other technical roles require adaptable specialists who may not fit a physically imposing stereotype of a warrior.

Evidence checked

Air Force accounts describe the training and technical work behind remotely piloted aircraft operations. They also describe substantial aviation preparation; recreational gaming is not itself a pilot qualification.

Why this judgment

Cochrane supplies a relevant counterexample to treating one physical ideal as sufficient for every military role. His anecdote about preferring gamers over pilots is not verified as a general recruiting policy, and the argument does not remove job-specific physical requirements.

Confidence in assessment90%

Official descriptions support the role distinction, while the recruiting anecdote remains uncorroborated.

What would change this judgment?

Occupational evidence showing that the proposed skill distinction does not predict performance, or a documented policy substantiating the anecdote.

Source desk35 references
  1. Hoover InstitutionOfficial episode

    Published October 6, 2026; recorded October 5. Latest episode listed when checked October 18.

  2. Hoover Institution / YouTubeFull episode video

    The complete discussion, including the Michael Auslin interview and the regular panel.

  3. YouTubeYouTube transcript

    Open Show transcript on the video. Automated captions supplied the claim timestamps; speaker attribution is provisional and has not been audio-checked.

  4. National ArchivesThe July 2 independence vote

    The Lee Resolution, colonial votes and the separate dates for adoption and signing.

  5. National ArchivesThe Lee Resolution and colonial instructions

    Why Congress delayed the vote while delegates sought authorization.

  6. Founders Early Access / University of Virginia PressAdams to McKean, November 26, 1813

    Adams estimates opposition to the Revolution; this is not a population survey or a three-way count.

  7. Founders Early Access / University of Virginia PressAdams to Lloyd, January 28, 1815

    The often-cited thirds appear in a discussion of English and French partisanship.

  8. National Records of ScotlandDeclaration of Arbroath, 1320

    A letter to the pope asserting Scottish independence under Robert Bruce.

  9. University of GroningenDutch Act of Abjuration, 1581

    English translation of the declaration rejecting Philip II’s authority.

  10. Founders Early Access / University of Virginia PressJefferson to Henry Lee, May 8, 1825

    Jefferson explains the Declaration’s purpose and its familiar sources.

  11. Sebastian Galiani and Gustavo Torrens / NBERWhy Not Taxation and Representation?

    Research on low colonial tax burdens and the political conflict over representation; revised 2018.

  12. National ArchivesDeclaration of Independence: full text

    The grievances include representative government, courts and military power as well as taxation.

  13. National ArchivesHistory of the Declaration

    Includes the 1820 commission and 1823 completion of the Stone engraving.

  14. National Park ServiceDeclaration of Sentiments, 1848

    The Seneca Falls convention’s adaptation of the Declaration, before Gettysburg.

  15. Dickinson College / House DividedLincoln’s fragment on the Constitution, January 1861

    Primary text of the apple-of-gold and silver-frame analogy.

  16. US Department of JusticeArbabsiar sentenced for assassination conspiracy

    2013 sentencing for the 2011 plot against the Saudi ambassador in Washington.

  17. US Department of JusticeConvictions in the Alinejad murder-for-hire plot

    March 2025 convictions involving organized-crime intermediaries and an Iranian-directed plot.

  18. Federal Reserve Bank of St. Louis / OMBFederal debt held by the public / GDP

    Quarterly observations distinguish publicly held federal debt from gross federal debt.

  19. Bureau of Labor StatisticsAugust 2026 Consumer Price Index

    Released September 11; the latest CPI release available on the recording date.

  20. Harvard Joint Center for Housing StudiesThe State of the Nation’s Housing 2026

    June 2026 findings on prices, mortgage costs, supply and affordability.

  21. Devin Bunten / Federal ReserveLocal land-use regulation and housing costs

    2017 economic model of restrictions in productive cities; it is not a 2026 partisan decomposition.

  22. Brynjolfsson, Chandar and Chen / StanfordCanaries in the Coal Mine, revised August 12, 2026

    Payroll analysis through June 2026. The authors describe associations, not causal estimates.

  23. AnthropicLabor market impacts of AI, March 5, 2026

    Research on unemployment and hiring in occupations exposed to AI.

  24. Financial Stability BoardAI and financial stability

    2024 assessment of cyber, model and concentration risks, and possible responses.

  25. OpenAIAgent prompt-injection risks and mitigations

    The 2025 system card documents a failure mechanism and safeguards. It does not establish the state of every agent in October 2026.

  26. Nuclear Regulatory CommissionThree Mile Island accident backgrounder

    Public-health findings, reactor damage and subsequent safety changes.

  27. Environmental Protection Agency1974 report on nuclear power development

    Construction delays and cancellations associated with costs and demand before Three Mile Island.

  28. Federal ReserveReview of Silicon Valley Bank’s failure

    April 2023 findings on liquidity, interest-rate exposure, uninsured deposits and rapid withdrawals.

  29. Federal ReserveFunding risks and the March 2023 response

    Historical example of intervention limiting contagion; the emergency program is not described as currently open.

  30. Federal Deposit Insurance CorporationDeposit insurance: coverage and limits

    Coverage for eligible deposits if an insured bank fails. It is not a guarantee against every cyber loss.

  31. US ArmyThe Soldier’s Creed

    The Army’s stated commitments to mission, service, discipline and fellow soldiers.

  32. US ArmyWhy the Army revised the ACFT in 2022

    Explains demographic scoring, the leg-tuck change and the evidence used.

  33. RANDSetting higher physical standards for close combat

    2025 research on occupation-specific requirements and the validity of test events.

  34. National Museum of the US Air ForceEnlisted remotely piloted aircraft operators

    Training and technical demands of remotely piloted aircraft work.

  35. US Air ForceRemotely piloted aircraft: training and responsibilities

    Explains the substantial training behind remote operations; gaming is not itself a qualification.

How the scores work

Five dimensions, one weighted score

Each dimension is scored from 0–10. The weighted total is multiplied by ten and rounded to the nearest five, with halves rounded up.

Grades use that rounded score: A ≥80, B ≥70, C ≥60, D ≥50, F <50.

Accuracy tests factual correctness; coherence tests whether the conclusion follows; evidence support tests the strength of the sources. Calibration asks whether the speaker’s certainty matches the evidence.

Accuracy30%
Coherence20%
Evidence support20%
Calibration15%
Evidence balance15%

Evidence balance

Balance assesses cherry-picking, omitted counterevidence, inconsistent standards and distorted alternatives. Higher scores mean fairer treatment of evidence. Each deduction names the affected claim, the missing evidence and why it changes the conclusion.

Political disagreement and presumed intent do not count. A false claim or weak source alone does not establish cherry-picking.

  1. 9–10Actively tests strong contrary evidence and represents it fairly.
  2. 7–8Generally fair selection and relevant qualifications; no material distortion identified.
  3. 5–6Mixed: fair treatment in some claims, material omissions in others.
  4. 3–4Materially selective samples, comparisons or treatment of contrary evidence.
  5. 0–2Repeated, severe distortion or dismissal of directly relevant counterevidence.

What these scores can tell you

Scores assess selected arguments. They do not measure a speaker’s overall reliability or percentage of correct statements. Confidence ratings are subjective; no statistical intervals are calculated. Automated-transcript attribution remains provisional. Small differences are not statistically meaningful, and no independent second rater has checked the scores.

New reviews select up to 20 significant claims, without speaker quotas. The sample is editorial, not random or exhaustive. All-In #286–292 retain their original 14-claim samples. An absent or unassessable speaker has no score and leaves a gap in the chart.

Primary sources support the assessments. Current product and methodology pages are labeled when used retrospectively. Unresolved forecasts are assessed for their support. All-In video links use chapter starts. Pivot uses transcript timestamps, which can differ from ad-supported audio. GoodFellows uses automated YouTube captions for timestamps; its speaker attribution is provisional and has not been audio-checked.

This review: 18 selected claims. Published Oct 6, 2026; reviewed Oct 18, 2026.

One-off control review. Topics and sample sizes differ from All-In and Pivot, so the scores cannot establish a ranking of the podcasts. Evidence is assessed against what was available at the October 5 recording; current pages hosting older primary documents are identified in the source desk.

Rubric v2.0. Earlier scores and correction records remain in the review data.

Copy this link