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

“ChatGPT has a mostly unexplained 6 hour (?) meltdown”

The last two weeks at OpenAI, paragraph 5.

Our reading:

In the two weeks before 29 February 2024, ChatGPT had a mostly unexplained meltdown, which Marcus tentatively put at six hours while flagging that figure as uncertain.

Assessment: Contradicted

What happened

Was it true for the period described?

Outcome: Contradicted

The evidence goes against what they said.

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

ChatGPT experienced a substantial malfunction on February 20–21, 2024, producing nonsensical responses [e1, e2]. On February 21, before the February 29 post, OpenAI publicly explained that inference errors in certain GPU configurations caused incorrect token selection [e2]. That explanation contradicts the claim that the principal cause remained mostly unexplained [e2].

Caveats

  • The public explanation does not disclose every implementation detail [e2].
  • Initial uncertainty reported on February 21 does not establish that the cause remained unexplained through February 29 [e1, e2].
  • The tentative six-hour duration is unscored under the contract.

Evidence (2 items)

  • Supports the claim: ITPro,

    provide nonsensical answers

    Why it matters: Documents the substantial abnormal-response episode. The article also records that the cause had not yet been confirmed when it was written.

    Publisher
    ITPro
    Kind of source
    News report
    About events on
    Published
  • Goes against the claim: OpenAI,

    inference kernels produced incorrect results

    Why it matters: Before Marcus’s post, OpenAI publicly identified a configuration-dependent inference error and connected it to incorrect token selection. This contradicts the reading that the main cause remained unexplained.

    Publisher
    OpenAI
    Kind of source
    Company disclosure: the company describing itself, not an independent finding
    About events on
    Published

How we judged it

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

Conditions

  • in the last two weeks before the post (their words)
  • six-hour duration marked with a question mark (their words)
  • mostly unexplained (their words)

Where we had to interpret

  • Meltdown means a substantial episode of abnormal, incoherent responses, not necessarily complete service unavailability.
  • Mostly unexplained means the principal cause remained publicly unexplained when the post appeared.
  • A concrete public account of the main failure mechanism can explain the incident without disclosing source code or every operational detail.
  • The question mark expressly makes six hours tentative. Duration is left unscored and cannot count against the claim.

Right if: Contemporaneous records establish a substantial malfunction during the preceding fortnight, with its principal cause still publicly unexplained by February 29.

Wrong if: Reliable records show no such malfunction, or a substantive public explanation of its principal cause was available before the post. A duration different from six hours is not contradiction.

We wrote this test after the outcome was known.

We found 3 claims in this post. See them all.

Full record

Source and dates

Marcus on AI, The last two weeks at OpenAI, paragraph 5.

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 2024-02-29.

Where it was said (1)

Said once in the posts we read.

  • : Marcus on AI, The last two weeks at OpenAI

    ChatGPT has a mostly unexplained 6 hour (?) meltdown

    Published
    2024-02-29
    We read it
    , live page
    Access
    full text, public

History

Versions

  • Current: Contradicted. 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.