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

“Every different prompt and project and interaction can go wrong in a way that is hard to predict or plan for other than having an eternal vigilance that the supposed “intelligence” doesn’t do something catastrophically stupid, because LLMs have no thoughts, consciousness or ability to learn outside of pre and post-training.”

AI Doesn't Have ROI, paragraph 7. The full statement is at the source.

Our reading, the sentence that was checked:

Every LLM prompt, project and interaction can go wrong in ways that are hard to predict or plan for, short of constant vigilance against catastrophically stupid behaviour, because LLMs have no thoughts, consciousness or ability to learn outside pre-training and post-training.

Assessment: Can’t be checked Not checked against evidence

Where and when Ed Zitron wrote it

Where's Your Ed At, AI Doesn't Have ROI, paragraph 7.

Said
Source observed
live page, full text, public
Evidence
Not checkedboth screens found it cannot be checked
Assessment recorded
assessment wyea-ai-doesnt-have-roi-683e97-a1

We recorded 24 claims from this post. See every claim from this post.

The wording above is the version this site observed on 2026-10-28. The source may have been edited after 2026-06-02. This page does not claim the wording was captured then.

What the claim commits to

Kind
Causal claim
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

  • hard to predict or plan for (qualifier, stated by the speaker)
  • other than eternal vigilance (qualifier, stated by the speaker)
  • every different prompt, project and interaction (scope, stated by the speaker)

From the speaker

  • hard to predict or plan for
  • other than eternal vigilance
  • every different prompt, project and interaction

Our interpretation

None added.

This claim is not graded on evidence. The record checks that the words are quoted correctly and attributed to the right person, and that the claim is classified correctly.

Current assessment

Not graded on evidence

Outcome: Can’t be checked

Both AI providers screened this claim on their own and found that public evidence could not settle it. It is recorded and attributed, not scored.

Why it can’t be checked

Each screen gave its own reason:

  • Too vague to test: informed readers would test it in different ways and reach different answers.
  • Stated as a chance or a possibility, or at medium or low confidence.
Evidence
Not checked
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

Not checked against evidence. Two independent screens, one from each provider, both found that evidence could not settle it: one found it too vague to test: informed readers would test it in different ways and reach different answers; the other found it stated as a chance or a possibility, or at medium or low confidence.

Limitations

None recorded.

Evidence (0 items)

No evidence was searched for. Both screens found that public evidence could not settle this claim.

Where it was said (1)

Said once in the sources this register covers.

  • : Where's Your Ed At, AI Doesn't Have ROI

    Every different prompt and project and interaction can go wrong in a way that is hard to predict or plan for other than having an eternal vigilance that the supposed “intelligence” doesn’t do something catastrophically stupid, because LLMs have no thoughts, consciousness or ability to learn outside of pre and post-training.

    Published
    2026-06-02
    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 wyea-ai-doesnt-have-roi-683e97-a1.