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

“In other words, that $11 billion round won’t even cover a quarter of OpenAI’s compute costs, and it’s fair to ask both why this round had to close right now and what exactly the company does going forward.”

Running Dry, paragraph 10.

Our reading:

OpenAI's $11 billion round will not cover even one quarter of its compute costs.

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 search did not establish whether the selected quarter's compute costs exceeded $11 billion. Combining different periods or treating broader expenses as compute would not test the claim fairly. The absence of a matching total is not evidence that the claim is false.

Caveats

  • The quarter is inferred from the current-spending comparison.
  • The accessible evidence is insufficient for a complete cost reconciliation.
  • Supplier revenue, expense recognition and cash payments can describe different amounts.

Evidence (1 item)

  • Context only: TechCrunch,

    not clear

    Why it matters: Breakdown unavailable.

    Publisher
    TechCrunch
    Kind of source
    News report
    Measures
    Microsoft, revenue from OpenAI, USD billions, company reported, 2026-07-01 to 2026-09-30
    About events on
    Published

How we judged it

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

Where we had to interpret

  • A quarter means three months, rather than one-fourth of an unspecified total.
  • This is a comparison with current spending, not a forecast about a specified future quarter.
  • Use July 1 through September 30, 2026, the latest completed quarter before the post and the period corresponding to the context's latest Microsoft fiscal quarter.
  • Compute costs include training and inference across suppliers. Broader research expenses, revenue-sharing payments and future commitments are not interchangeable with compute expenditure.
  • The estimate basis reflects the speaker's inference from press-reported expenses and supplier disclosures.

Right if: Comparable evidence establishes that OpenAI incurred more than USD 11 billion in compute costs during the target quarter.

Wrong if: Comparable evidence establishes that OpenAI incurred USD 11 billion or less in compute costs during the target quarter.

We wrote this test after the outcome was known.

What would settle it

A reliable July–September 2026 total for OpenAI's training and inference compute costs, with non-compute expenses separated.

We found 42 claims in this post. See them all.

Full record

Source and dates

Where's Your Ed At, Running Dry, paragraph 10.

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

We read this wording on 2026-11-09. The post may have been edited after 2026-11-03.

Where it was said (1)

Said once in the posts we read.

  • : Where's Your Ed At, Running Dry

    In other words, that $11 billion round won’t even cover a quarter of OpenAI’s compute costs, and it’s fair to ask both why this round had to close right now and what exactly the company does going forward.

    Published
    2026-11-03
    We read it
    , live page
    Access
    full text, public

History

Versions

  • Current: Unresolved. Evidence up to 2026-11-09.

What happened to this record

  1. PublishedBy us

    Published after both AI reviews and the final check passed.