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

“We would suggest that all the attention that has been placed on predicting sequences of words has come at the expense of developing a theory of how such processes might culminate in cognitive models of the world.”

Three ideas from linguistics that everyone in AI should know, paragraph 33.

Our reading:

The authors suggest that all the attention placed on predicting sequences of words has come at the expense of developing a theory of how such processes might culminate in cognitive models of the world.

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

“We would suggest” presents a tentative causal explanation. Scoring it as an established claim of research displacement would strengthen the authors’ commitment. The requested exclusion for hedged language applies.

Caveats

  • This decision does not establish whether word-prediction research displaced research on cognitive models.

Evidence (0 items)

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

How we judged it

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

Conditions

  • we would suggest (their words)

Where we had to interpret

  • The authors offer a tentative causal explanation. Under the requested exclusion for hedged language, this is not converted into a firm assertion that one research program displaced another.
  • The wording concerns research through the post date, 2022-06-22. It supplies neither a quantified displacement nor a comparison against an alternative research history.

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

We found 33 claims in this post. See them all.

Full record

Source and dates

Marcus on AI, Three ideas from linguistics that everyone in AI should know, paragraph 33.

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 2022-06-22.

Where it was said (1)

Said once in the posts we read.

  • : Marcus on AI, Three ideas from linguistics that everyone in AI should know

    We would suggest that all the attention that has been placed on predicting sequences of words has come at the expense of developing a theory of how such processes might culminate in cognitive models of the world.

    Published
    2022-06-22
    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.