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

“Indeed, THE big issue for Anthropic is that the kind of revenue they were making in the second quarter of this year may well not recur, at the same scale, next year, now that, in the aftermath of the collapse of tokenmaxxing, companies like ATT are increasingly turning to open source models from other vendors, in order to save costs.”

ARR vs ARR. Watch out for this one sly trick., paragraph 6. The full statement is at the source.

Our reading, the sentence that was checked:

Anthropic's Q2 2026 level of revenue may well not recur at the same scale in 2027, as companies shift to cheaper open source models.

Assessment: Can’t be checked Not checked against evidence

Where and when Gary Marcus wrote it

Marcus on AI, ARR vs ARR. Watch out for this one sly trick., paragraph 6.

Said
Source observed
live page, full text, public
Evidence
Not checkedboth screens found it cannot be checked
Assessment recorded
assessment marcus-arr-vs-arr-watch-out-for-this-one-37c253-a1

We recorded 2 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 2026-08-22. This page does not claim the wording was captured then.

What the claim commits to

Kind
Forecast
Deadline, as the speaker wrote it
“next year”
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

Conditions

  • companies turning to open source models after collapse of tokenmaxxing (qualifier, stated by the speaker)

From the speaker

  • companies turning to open source models after collapse of tokenmaxxing
  • next year
  • same scale as Q2 2026

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:

  • 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 this 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.

  • : Marcus on AI, ARR vs ARR. Watch out for this one sly trick.

    Indeed, THE big issue for Anthropic is that the kind of revenue they were making in the second quarter of this year may well not recur, at the same scale, next year, now that, in the aftermath of the collapse of tokenmaxxing, companies like ATT are increasingly turning to open source models from other vendors, in order to save costs.

    Published
    2026-08-22
    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 marcus-arr-vs-arr-watch-out-for-this-one-37c253-a1.