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

“The much ballyhoo’ed Deep Research tariff paper apparently made up a bunch of its numbers”

Five ways in which the last 3 months — and especially the DeepSeek era — have vindicated “Deep learning is hitting a wall", paragraph 7.

Our reading:

The Deep Research tariff paper apparently made up many of its numbers.

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 statement is a hedged allegation, not an unqualified finding of fabrication. Scoring it through a plain-reading exception would remove 'apparently' and invent a threshold for 'a bunch'. The underlying numerical allegation could be audited, but that does not make this wording suitable for a binary verdict under the supplied rules. This disposition neither confirms nor clears the tariff report.

Caveats

  • No numerical audit was completed.
  • The evidentiary gap is separate from the wording problem.

Evidence (0 items)

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

  • apparently (their words)

Where we had to interpret

  • Marcus presents a qualified allegation about a particular report. He does not assert numerical fabrication without qualification.
  • Neither the confidence expressed by 'apparently' nor the quantity expressed by 'a bunch' has a stated threshold. I do not replace either with a firm numerical claim.
  • An audit could establish whether particular numbers were fabricated. That would test the underlying allegation, but would not supply a scoring standard for the qualified statement.
  • The contextual period is the report's circulation before the February 9 post, following Deep Research's February 2 launch. The exact report date is not established.

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

What would settle it

A separately specified claim identifying the report, challenged figures, and intended degree of commitment could be assessed against the original report and a reproducible source audit.

We found 9 claims in this post. See them all.

Full record

Source and dates

Marcus on AI, Five ways in which the last 3 months — and especially the DeepSeek era — have vindicated “Deep learning is hitting a wall", paragraph 7.

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

We read this wording on 2026-10-28. The post may have been edited after 2025-02-09.

Where it was said (1)

Said once in the posts we read.

  • : Marcus on AI, Five ways in which the last 3 months — and especially the DeepSeek era — have vindicated “Deep learning is hitting a wall"

    The much ballyhoo’ed Deep Research tariff paper apparently made up a bunch of its numbers

    Published
    2025-02-09
    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.