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

“These models don't know anything, and thus everything they do — even "reading" and "browsing" the web — is limited by their training data and probabilistic models that can say "this is an article about a subject" and posit their relevance, but not truly understand their contents.”

The Generative AI Con, paragraph 75. The full statement is at the source.

Our reading, the sentence that was checked:

Generative AI models know nothing and cannot truly understand the content they read or browse.

Assessment: Can’t be checked Not checked against evidence

Where and when Ed Zitron wrote it

Where's Your Ed At, The Generative AI Con, paragraph 75.

Said
Source observed
live page, full text, public
Evidence
Not checkedboth screens found it cannot be checked
Assessment recorded
assessment wyea-longcon-4de7f9-a1

We recorded 30 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 2025-02-17. 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)

From the speaker

Nothing beyond the statement itself.

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

Both screens gave the same reason:

  • Too vague to test: informed readers would test it in different ways and reach different answers.
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 this too vague to test: informed readers would test it in different ways and reach different answers.

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, The Generative AI Con

    These models don't know anything, and thus everything they do — even "reading" and "browsing" the web — is limited by their training data and probabilistic models that can say "this is an article about a subject" and posit their relevance, but not truly understand their contents.

    Published
    2025-02-17
    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-longcon-4de7f9-a1.