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

“Anthropic’s constant flow of “annualized” revenues ended up equating to literally $5 billion in revenue in four years, on $25 billion or more in salaries and compute.”

The AI Industry Is Lying To You, paragraph 174. The full statement is at the source.

Our reading, the sentence that was checked:

Over four years Anthropic made about $5 billion in actual revenue against $25 billion or more in salaries and compute.

Assessment: Unresolved Evidence as of

Where and when Ed Zitron wrote it

Where's Your Ed At, The AI Industry Is Lying To You, paragraph 174.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment wyea-the-ai-industry-is-lying-to-you-2a7027-a2

We recorded 33 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 2026-03-24. This page does not claim the wording was captured then.

What the claim commits to

Kind
Observation
Deadline, as the speaker wrote it
None stated. This site does not add one.
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

From the speaker

  • Anthropic
  • literally $5 billion in revenue
  • in four years
  • $25 billion or more in salaries and compute

Our interpretation

  • The ordinary reading concerns cumulative realized revenue and incurred salary-plus-compute costs, not annualized revenue, financing or future commitments.
  • I provisionally use the four most recent completed calendar years before the post: 2022 through 2025. The speaker does not identify the four years.
  • I read $5 billion as a rounded cumulative figure; 'literally' does not supply an accounting precision.
  • The company is identified as the source of annualized figures, but the post does not establish the accounting basis of the two reconstructed historical totals. The combined metric's basis remains unknown.
  • The schema has one metric_scope, so it records both components of this compound claim.

Counts as supported if: Comparable records for the same four years establish approximately $5 billion in realized revenue and at least $25 billion in incurred salaries and compute costs.

Counts as contradicted if: Comparable records for the same four years establish a materially different revenue total or salary-plus-compute costs below $25 billion.

Retrospective: these criteria were written after the outcome was public.

Current assessment

Was it true for the period described?

Outcome: Unresolved

The record was checked, and the evidence available by the cutoff does not settle it.

Scored on a plain reading. The speaker named no measure for this claim, so it was judged on the reading an informed reader would take, stated below under our interpretation. Both reviews had to find that reading fair.

Evidence as of
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

Anthropic's audited figures for 2023–2025 total $5.012 billion in revenue and $12.669 billion in personnel plus compute-and-infrastructure expenses [e1]. The revenue is approximately $5 billion, but these totals cover only three years [e1]. They do not establish the claimed four-year totals or reconcile the reported expense categories with salaries and compute [e1].

Limitations

  • The speaker does not identify the four years; the contract provisionally uses 2022–2025.
  • The supplied financial totals omit 2022 [e1].
  • The evidence does not establish the accounting basis of the claimed totals or reconcile personnel with salaries and compute-and-infrastructure with compute.

Evidence (1 item)

  • Context only: Anthropic, PBC / U.S. Securities and Exchange Commission,

    consolidated financial and other data

    Why it matters here: The audited 2023–2025 figures sum to $5.012 billion of revenue and $12.669 billion of compute-and-infrastructure plus personnel expenses. These are material context, but they cover three years, use GAAP categories, and do not reconcile the claim's four-year salary-and-compute total.

    Publisher
    Anthropic, PBC / U.S. Securities and Exchange Commission
    Kind of source
    Regulatory filing, audited
    Measures
    Anthropic, Cumulative revenue; cumulative compute-and-infrastructure plus personnel expenses, USD billions, gaap, 2023-01-01 to 2025-12-31
    Arithmetic
    Revenue = (41 + 386 + 4585) / 1000 = 5.012 billion. Combined expenses = (433 + 2522 + 7326 + 95 + 454 + 1839) / 1000 = 12.669 billion. (inputs: Revenue, USD millions: 2023 = 41; 2024 = 386; 2025 = 4,585.; Compute and infrastructure, USD millions: 2023 = 433; 2024 = 2,522; 2025 = 7,326.; Personnel, USD millions: 2023 = 95; 2024 = 454; 2025 = 1,839.; Exact sums of the filing's rounded million-dollar figures, expressed to three decimal places in billions.)
    Describes events of
    Public from

What would settle it

Identify the intended four years and obtain comparable records of realized revenue and incurred salaries and compute for all four. Reconcile accounting bases and expense categories, excluding financing proceeds and unperformed future commitments.

Where it was said (1)

Said once in the sources this register covers.

  • : Where's Your Ed At, The AI Industry Is Lying To You

    Anthropic’s constant flow of “annualized” revenues ended up equating to literally $5 billion in revenue in four years, on $25 billion or more in salaries and compute.

    Published
    2026-03-24
    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 wyea-the-ai-industry-is-lying-to-you-2a7027-a2.

  2. HeldBy this site

    The final-text check failed: rationale_supported_by_evidence; overclaims: Its corresponding personnel and compute-and-infrastructure expenses total $12.669 billion, which raises a substantial question about the $25 billion assertion..

    About assessment wyea-the-ai-industry-is-lying-to-you-2a7027-a1, which was not published.