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

“Much of what Reid Southen, Katie Conrad, and I recently described is in flagrant violation of those directives.”

The hottest new programming language is English! Or maybe not., paragraph 13. The full statement is at the source.

Our reading, the sentence that was checked:

Much of what Marcus, Reid Southen and Katie Conrad recently described is in flagrant violation of the directives in ChatGPT's allegedly leaked system prompt.

Assessment: Unresolved Evidence as of

Where and when Gary Marcus wrote it

Marcus on AI, The hottest new programming language is English! Or maybe not., paragraph 13.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment marcus-the-hottest-new-programming-language-83628a-a1

We recorded 4 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 2024-02-15. 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

  • much of (scope, stated by the speaker)
  • directives from the allegedly leaked system prompt (qualifier, stated by the speaker)

From the speaker

  • Much of what Reid Southen, Katie Conrad, and I recently described
  • in flagrant violation
  • those directives

Our interpretation

  • 'Much' means a substantial portion of the referenced examples, not merely one possible violation; no precise percentage is supplied.
  • Compare the examples with the alleged directives as written, including their scope and exceptions.
  • A textual comparison with an alleged prompt does not require proving it genuine, but calling an output an actual operational violation requires establishing applicability.
  • The recent examples are assessed over January 1 through February 15, 2024. This is an inferred early-2024 period, not an explicit date range.
  • Examples from Bing or Midjourney cannot establish that ChatGPT violated its own instructions.

Counts as supported if: An identifiable substantial subset of the referenced examples is independently corroborated and clearly conflicts with the relevant directives, with product, session timing, and instruction applicability established.

Counts as contradicted if: A sufficiently complete comparison shows that the referenced examples generally comply, involve other products, or fall outside the directives, leaving no substantial set of clear violations.

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

There are plausible conflicts: an independent January test records copyright explanations, while the February alleged instructions prohibit such discussion. It also records recognizable characters and successful refusals. But the evidence does not establish that the later prompt governed those sessions, or that a substantial portion of the particular examples Marcus references violated applicable directives. Results from other products cannot fill those gaps.

Limitations

  • This assessment concerns compliance with instructions, not whether an image legally infringes copyright.
  • The independent tests are not a complete audit of Marcus, Southen and Conrad's examples.
  • A discrepancy with a later alleged instruction is not proof of an earlier operational violation.

Evidence (2 items)

  • Context only: AI Changes Everything; Patrick McGuinness,

    copyright policies

    Why it matters here: The alleged instructions prohibit copyright-policy discussion and also direct ChatGPT to rewrite character-related image prompts. Their contents permit textual comparisons, but do not establish which instructions governed January sessions.

    Publisher
    AI Changes Everything; Patrick McGuinness
    Kind of source
    Demonstration
    Describes events of
    Public from
  • Context only: Tom's Hardware; Avram Piltch,

    copyrighted characters like Mickey Mouse.

    Why it matters here: This independent test documents copyright-related refusal text, while the same report also describes ChatGPT producing Mario and Sonic from indirect requests. The refusals show some safeguards working; the copyright explanation could conflict with the later alleged rule, but timing and instruction applicability are unverified.

    Publisher
    Tom's Hardware; Avram Piltch
    Kind of source
    Independent measurement
    Describes events of
    Public from

What would settle it

An enumerated set of the referenced examples, independent session records, the applicable instructions and rewritten tool prompts, followed by an example-by-example comparison.

Where it was said (1)

Said once in the sources this register covers.

  • : Marcus on AI, The hottest new programming language is English! Or maybe not.

    Much of what Reid Southen, Katie Conrad, and I recently described is in flagrant violation of those directives.

    Published
    2024-02-15
    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-the-hottest-new-programming-language-83628a-a1.