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

“Not sure that’s a great idea, in an era in which AI still can’t quite sort out what’s happening with an elephant on a crowded beach.”

Where’s Waldo? The Elephant in the Room, paragraph 12.

Our reading:

AI still can't quite sort out what's happening with an elephant on a crowded beach.

Assessment: Unresolved

What happened

Was it true for the period described?

Outcome: Unresolved

We checked, and the evidence so far doesn’t settle it.

Judged on a plain reading. They named no measure, so we used the reading a typical informed reader would take. It is spelled out under “How we judged it”.

Evidence up to . Checked .

Why

The accessible records do not preserve enough of the referenced elephant demonstration to verify its prompt, output, and failure. The search included the October example rather than requiring a January experiment. A third-party claim of improvement uses a changed prompt and cannot establish that Marcus misdescribed the original result. Neither support nor contradiction is established.

Caveats

  • Plain-text extraction did not recover the crucial visual records.
  • The original demonstrator and exact task remain uncertain.
  • Discussion of altered prompts is not a replication of the referenced task.

Evidence (1 item)

  • Context only: Fabio, third-party commenter on Substack,

    Given a slightly different prompt, the results are way better.

    Why it matters: A commenter reports better results after changing the prompt. This is a relevant counterclaim, but neither verifies the original demonstration nor establishes that the revised output satisfied the original requirements.

    Publisher
    Fabio, third-party commenter on Substack
    Kind of source
    Secondary summary
    About events on
    Published

How we judged it

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

Conditions

  • can't quite (their words)

Where we had to interpret

  • Assess the factual reference to the elephant example, not the preceding opinion about whether military deployment is a good idea.
  • Read 'can't quite' as a demonstrated difficulty meeting or interpreting the referenced scene's requirements. It does not assert that every AI system fails every elephant-related task.
  • The context includes a new Colin Fraser demonstration and an October newsletter containing a Dave Andress example. The final sentence's exact referent must be established from the original records rather than assumed.
  • The target period runs from the beginning of the explicitly referenced October through publication. October records are admissible; no new January experiment is required.

Right if: An independently accessible original or authenticated record identifies the referenced elephant task and shows that its AI output materially failed the prompt or misinterpreted the scene.

Wrong if: An authenticated record of the referenced task shows that the output met the relevant requirements, or establishes that the alleged failure was misdescribed or attributed to the wrong system.

We wrote this test after the outcome was known.

What would settle it

An original or authenticated record, available by the evaluation date, preserving the referenced elephant prompt, image, response, system identity, and date. The October record is eligible if it is the example Marcus meant.

We found 11 claims in this post. See them all.

Full record

Source and dates

Marcus on AI, Where’s Waldo? The Elephant in the Room, paragraph 12.

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 2024-01-25.

Where it was said (1)

Said once in the posts we read.

  • : Marcus on AI, Where’s Waldo? The Elephant in the Room

    Not sure that’s a great idea, in an era in which AI still can’t quite sort out what’s happening with an elephant on a crowded beach.

    Published
    2024-01-25
    We read it
    , live page
    Access
    full text, public

History

Versions

  • Current: Unresolved. 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.