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

“No amount of beating off about test-time compute and connecting Large Language Models to other Large Language Models is going to create a new use case for this technology, and even if it did, it’s unlikely that it ever makes enough money to make it profitable.”

There Is No AI Revolution, paragraph 190. The full statement is at the source.

Our reading, the sentence that was checked:

Test-time compute and chaining LLMs will not create new use cases, and even if they did, the technology is unlikely ever to be profitable.

Assessment: Can’t be checked Not checked against evidence

Where and when Ed Zitron wrote it

Where's Your Ed At, There Is No AI Revolution, paragraph 190.

Said
Source observed
live page, full text, public
Evidence
Not checkedboth screens found it cannot be checked
Assessment recorded
assessment wyea-wheres-the-money-d3f1bc-a1

We recorded 25 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 2025-02-24. This page does not claim the wording was captured then.

What the claim commits to

Kind
Forecast
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

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, There Is No AI Revolution

    No amount of beating off about test-time compute and connecting Large Language Models to other Large Language Models is going to create a new use case for this technology, and even if it did, it’s unlikely that it ever makes enough money to make it profitable.

    Published
    2025-02-24
    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-wheres-the-money-d3f1bc-a1.