ClaimsGary Marcus

““Scaling” alone—building bigger and models until they absorb the entire internet — will prove useful, but only to a point.”

Gary Marcus, author 27 July 2025 What to Expect When You're Expecting … GPT-5 (Marcus on AI) archived copy

Prediction AI timelines and forecasting

Scaling alone will prove useful only to a point.

Unresolvable The public record could not settle it.

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

Reasoning

'Only to a point' is vague and has no horizon.

Cite this claim

Gary Marcus, “Scaling alone will prove useful only to a point.” (said 27 July 2025). Verdict: unresolvable. Reliability API, claim c_ec8a5ae619a1, method 0.1.0+c876030c, dataset release v1.1.2. https://epistacklabs.com/claims/c_ec8a5ae619a1

This claim is in dataset release v1.1.2, with the same verdict.

Reply to this claim

For Gary Marcus, or someone speaking for them: a correction or counter-evidence. Replies are read before anything is shown; an approved reply shows your name, role, date, statement and link. Your email address is never shown and is deleted 30 days after the decision (privacy).

More prediction claims by Gary Marcus

  1. Resolved true Prediction 27 July 2025
    “GPT-5 by itself won’t be a general purpose artificial general intelligence capable of taking on arbitrary tasks.”

    GPT-5 by itself will not be a general-purpose AGI capable of arbitrary tasks.

  2. Resolved true Prediction 1 January 2025
    “We will not see artificial general intelligence this year, despite claims by Elon Musk to the contrary.”

    Artificial general intelligence will not be achieved in 2025.

  3. Mostly true Prediction 31 March 2024
    “But will we see a mindblowing GPT this year? I doubt it.”

    Marcus doubted that a mindblowing GPT model would be released in 2024.

  4. Resolved false Prediction 14 December 2021
    “my bet: hybrid models will pull ahead next year.”

    Gary Marcus bet that hybrid (neurosymbolic) AI models would pull ahead in 2022.

  5. Resolved true Prediction 20 September 2019
    “I don’t think it’s going to happen in the next five years.”

    Marcus said he did not think machines would reach world-class scientific reasoning within the next five years (by 2024).

All of them

Verdicts are made automatically; how verdicts are made.