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Gary Marcus

Gary Marcus is an author and AI entrepreneur and professor emeritus at NYU; he has written six books, including Rebooting AI and Taming Silicon Valley, founded Geometric Intelligence (bought by Uber), testified at the May 2023 US Senate AI hearing, and writes a newsletter with over 121,000 subscribers.

712 claims collected, 213 researched, 103 resolved. Report of 4 November 2026, method 0.1.0+c876030c.

Scores by kind of claim

Each kind of claim is scored on its own, out of 100: the share that held up, with the range it likely falls in. Fewer resolved claims give a wider range.

  • Factual claims

    Statements about the present or the past, checked against the record: did they hold up?

    79 72 85

    High confidence, 64 factual claims resolved. From 18 documents, 2019 to 2026; 19 documents sampled from 37 candidates found.

    Not scored: 32 unresolvable, 4 checkable only against their own records.

  • Predictions

    Statements about events outside the person's control, checked once they fell due: did they come true?

    80 72 88

    Medium confidence, 38 predictions resolved. From 7 documents, 2019 to 2025; 19 documents sampled from 37 candidates found.

    Not scored: 60 unresolvable. 13 more fall due later.

    Does not yet allow for how likely each prediction was when made.

  • Promises

    Commitments to the person's or organisation's own future action, with something to deliver: was it delivered?

    Insufficient record: 1 promise resolved, 5 needed for a score.

    Not scored: 1 unresolvable.

All types combined: 79 (likely 74 to 84, high confidence), from 102 claims: 64 factual claims, 38 predictions. It mixes kinds of claim in different proportions for different people, so compare people kind by kind.

Gary Marcus's claims

5 claims

5 claims, sorted by newest said. Choose a claim to read it in full.
VerdictKindSaidClaimTopic
Mixed Factual 2 Jun 2026 Companies like Anthropic are ending their all-you-can-eat pricing, which will make many customers think twice. Factual · 2 Jun 2026 Economics and markets
Mixed Factual 2 Jun 2026 AI companies are building essentially the same technical solution with essentially the same data, so there is no moat. Factual · 2 Jun 2026 Economics and markets
Mixed Factual 2025 Current AI systems lack the knowledge graph needed to handle easy facts like those on the first page of Wikipedia. Factual · 2025 AI capabilities
Mixed Prediction 26 Oct 2023 With more than 60 elections around the world in 2024, the chance that at least one would be swayed by deepfakes is high. Prediction · 26 Oct 2023 Other global risks
Mixed Factual 14 Nov 2019 AI currently lacks a way of building reusable skills. Factual · 14 Nov 2019 AI capabilities
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Gary Marcus

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Factual Economics and markets

“companies like Anthropic are ending their all you can eat buffet, which will make many customers think twice.”

Gary Marcus, author 2 June 2026 Why things will eventually fall apart (Marcus on AI)

Companies like Anthropic are ending their all-you-can-eat pricing, which will make many customers think twice.

Mixed Partly true and partly false in roughly equal measure.

What would count as true or false

This is a factual claim judged as of 2026-06-02. The factual core: Anthropic, and possibly similar companies, had by that date announced or carried out the end or curtailment of flat-rate, effectively unlimited ('all-you-can-eat') usage plans, for example by adding usage caps, weekly limits, or metered or usage-based pricing on subscriptions such as Claude Pro/Max or Claude Code. The prediction that 'many customers will think twice' is opinion and is not tested except as a plausible consequence. True: Anthropic's official announcements or credible reports dated on or before 2026-06-02 show such a change, made or announced. Mostly true: the change was announced but only partly in effect, or applied to only some plans, while still clearly curtailing unlimited use. Mixed: Anthropic tightened limits only marginally and the plans stayed largely flat-rate. Mostly false: the cited change was a minor adjustment, or applied only to other companies and not Anthropic. False: Anthropic's pricing pages or announcements as of that date show its unlimited or flat-rate plans unchanged, with no announced curtailment.

Evidence

  1. Anthropic throttles Claude subscriptions to meet capacity InfoWorld · 27 March 2026
    “Anthropic has started limiting usage across its Claude subscriptions to cope with rising demand that is stretching its compute capacity.”
  2. Anthropic throttles Claude subscriptions to meet capacity InfoWorld · 27 March 2026
    “To manage growing demand for Claude we’re adjusting our 5 hour session limits for free/Pro/Max subs during peak hours. Your weekly limits remain unchanged,” Thariq Shihipar, a member of Anthropic’s technical staff, wrote in a post on X.”
  3. Higher usage limits and a SpaceX compute deal Anthropic · 6 May 2026
    “Second, we’re removing the peak hours limit reduction on Claude Code for Pro and Max accounts.”

Reasoning

E1 and E2 show that in March 2026 Anthropic cut the 5-hour session limits for Free, Pro and Max subscriptions during peak hours. They also quote an Anthropic staff member saying weekly limits stayed the same, which suggests the plans already had caps and were not unlimited. In May 2026, E3 shows Anthropic removed the peak-hour limit reduction on Claude Code for Pro and Max accounts, under the heading of higher usage limits. Before 2026-06-02, then, the evidence shows only a limited tightening of peak-hour 5-hour session limits, with weekly limits unchanged [E2], part of which (for Claude Code on Pro and Max accounts) Anthropic later said it was removing [E3]. None of the evidence shows Anthropic ending flat-rate pricing.

Cite this claim

Gary Marcus, “Companies like Anthropic are ending their all-you-can-eat pricing, which will make many customers think twice.” (said 2 June 2026). Verdict: mixed. Reliability API, claim c_4eb45e4fea8d, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_4eb45e4fea8d

Claims without a verdict

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