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

““Work well” remains a tendentious claim; they still cannot be trusted, make random mistakes, have no basis in factuality.”

What was 60 Minutes thinking, in that interview with Geoff Hinton?, paragraph 40.

Our reading:

The AI systems Hinton says 'work well' still cannot be trusted, make random mistakes, and have no basis in factuality, so calling them 'working well' is tendentious.

Assessment: Can’t be checked

What happened

Not graded on evidence

Outcome: Can’t be checked

An opinion, a recommendation, or too vague to test. Listed, not scored.

Evidence up to . Checked .

Why

The reliability warning has empirical backing, but the combined wording does not identify one testable proposition. Factuality studies can find both accurate information and serious errors in the same system. Whether that supports or contradicts 'no basis in factuality' depends on an interpretation Marcus did not clearly supply. Calling this mixed would conceal that ambiguity rather than resolve it.

Caveats

  • This does not reject the narrower claim that contemporary language models made factual errors.
  • The cited study is context, not decisive evidence for the combined wording.

Evidence (1 item)

Claims like this aren’t scored, so there is no evidence to show.

How we judged it

Kind of claim
Observation
Deadline
None given. We don’t add one.

Conditions

  • the systems Hinton described as working well (their words)

Where we had to interpret

  • The context moves between neural networks generally and generative AI. It does not identify one consistently defined system population.
  • 'No basis in factuality' could mean an absence of factual knowledge or an absence of a dependable guarantee of truth. Those are materially different claims.
  • 'Cannot be trusted' lacks a specified use or required level of accuracy, while 'work well' is expressly evaluative.
  • No single categorical contract can resolve these differences without adding a meaning the speaker did not clearly supply.

We don’t grade claims like this. We only check the quote and who said it.

What would settle it

Specify the systems and uses, and clarify whether factual basis means factual knowledge, external grounding, or dependable factual correctness.

We found 22 claims in this post. See them all.

Full record

Source and dates

Marcus on AI, What was 60 Minutes thinking, in that interview with Geoff Hinton?, paragraph 40.

Said
We read the source
live page, full text, public
Evidence up to
Checked

We read this wording on 2026-10-29. The post may have been edited after 2023-10-10.

Where it was said (1)

Said once in the posts we read.

  • : Marcus on AI, What was 60 Minutes thinking, in that interview with Geoff Hinton?

    “Work well” remains a tendentious claim; they still cannot be trusted, make random mistakes, have no basis in factuality.

    Published
    2023-10-10
    We read it
    , live page
    Access
    full text, public

History

Versions

  • Current: Can’t be checked. Evidence up to 2026-10-28.

What happened to this record

  1. PublishedBy us

    Published after both AI reviews and the final check passed.

  2. Held backBy us

    A reviewer said our test wasn’t fair to what was actually said.