Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

“Lots of quirky errors are already being reported, same as ever, like this reasoning error from Jane Rosenzweig:”

Hot take on OpenAI’s new GPT-4o, paragraph 7. The full statement is at the source.

Our reading, the sentence that was checked:

Lots of quirky errors in GPT-4o are already being reported, same as ever, such as a reasoning error reported by Jane Rosenzweig.

Assessment: Unresolved Evidence as of

Where and when Gary Marcus wrote it

Marcus on AI, Hot take on OpenAI’s new GPT-4o, paragraph 7.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment marcus-hot-take-on-openais-new-gpt-4o-53a025-a1

We recorded 5 claims from this post. See every claim from this post.

The wording above is the version this site observed on 2026-10-29. The source may have been edited after 2024-05-13. This page does not claim the wording was captured then.

What the claim commits to

Kind
Observation
Deadline, as the speaker wrote it
None stated. This site does not add one.
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

Conditions

  • same as ever (qualifier, stated by the speaker)

From the speaker

  • Lots of quirky errors
  • already being reported
  • same as ever
  • this reasoning error from Jane Rosenzweig

Our interpretation

  • The relevant period is GPT-4o's launch day, May 13, 2024, up to the post's publication.
  • The plain reading requires numerous identifiable error reports, including the named Rosenzweig example; one report alone is insufficient.
  • 'Same as ever' refers to recurring kinds of reasoning mistakes and hallucinations, not an assertion that measured error rates were unchanged.
  • The figure and error descriptions are observations, not conditional forecasts.

Counts as supported if: Contemporaneous, independently identifiable reports establish numerous GPT-4o errors of familiar types by publication, including an attributable Rosenzweig reasoning example.

Counts as contradicted if: Positive evidence establishes that the named example was not a GPT-4o reasoning error and that the broader collection relied upon was materially misattributed or postdated publication. Failure to find reports is not contradiction.

Retrospective: these criteria were written after the outcome was public.

Current assessment

Was it true for the period described?

Outcome: Unresolved

The record was checked, and the evidence available by the cutoff does not settle it.

Scored on a plain reading. The speaker named no measure for this claim, so it was judged on the reading an informed reader would take, stated below under our interpretation. Both reviews had to find that reading fair.

Evidence as of
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

Riley's original post confirms that a GPT-4o reasoning-error report circulated on launch day. That supports part of Marcus's description. It does not establish 'lots' of reports, verify Rosenzweig's named example, or show that the reports preceded publication. The missing evidence is not evidence that Marcus was wrong.

Limitations

  • Social-media text extraction omitted the underlying example.
  • Anecdotal reports cannot establish an unchanged error rate.
  • No contradictory outcome evidence was verified, so mixed is inappropriate.

Evidence (1 item)

  • Supports the claim: Benjamin Riley on X,

    ChatGPT-4o is here and omg...it still can't handle a simple reasoning task that most adult humans can figure out.

    Why it matters here: This establishes one explicit launch-day report of a GPT-4o reasoning failure. The extracted text does not expose the underlying interaction, establish numerous reports, or verify Rosenzweig's example.

    Publisher
    Benjamin Riley on X
    Kind of source
    Demonstration
    Describes events of
    Public from

What would settle it

Archived launch-day reports with timestamps, identifiable GPT-4o interactions, and Rosenzweig's original example, sufficient to assess the claimed abundance and recurring error types.

Where it was said (1)

Said once in the sources this register covers.

  • : Marcus on AI, Hot take on OpenAI’s new GPT-4o

    Lots of quirky errors are already being reported, same as ever, like this reasoning error from Jane Rosenzweig:

    Published
    2024-05-13
    Source observed
    , live page
    Access
    full text, public

History

Assessment versions

Recorded events

  1. Assessment publishedBy this site

    First assessment published after both reviews and the final-text check passed.

    About assessment marcus-hot-take-on-openais-new-gpt-4o-53a025-a1.