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

“Anthropic’s vulgar “Earnings Before Training, Interest and Taxes” measurement does not matter when the entire calculation is made on cashflows, and any attempts to act otherwise are either ignorant or deceptive.”

Credit Crunch, paragraph 77. The full statement is at the source.

Our reading, the sentence that was checked:

Anthropic's 'Earnings Before Training, Interest and Taxes' metric does not matter to debt investors, who judge on cashflows.

Assessment: Unresolved Evidence as of

Where and when Ed Zitron wrote it

Where's Your Ed At, Credit Crunch, paragraph 77.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment wyea-credit-crunch-f7ef89-a1

We recorded 38 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 2026-10-06. 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

  • Earnings Before Training, Interest and Taxes
  • does not matter
  • the entire calculation is made on cashflows

Our interpretation

  • The surrounding discussion concerns debt underwriting and credit ratings, rather than equity valuation.
  • The plain reading is that EBTIT has no material role in debt assessments, not merely that it cannot replace a complete cash-flow analysis.
  • No reporting period is supplied. Assess current practice using credit assessments made during 2026 through publication; credit methodology has no quarterly reporting cycle.
  • This is a claim about how a metric is used, not a claim about its monetary value. The insults are not assessed.

Counts as supported if: Relevant credit analyses show that lenders or rating agencies disregard EBTIT and retain training expenditure when assessing debt-service capacity.

Counts as contradicted if: A contemporaneous debt assessment materially relies on Anthropic's EBTIT, with evidence identifying that metric and its role in the decision.

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

The available report describes analysts estimating missing cash-flow measures while also receiving adjusted operating income. That does not establish whether EBTIT was ignored, used materially or even supplied under that definition. The categorical claim remains unproved.

Limitations

  • The evidence is reporting on private documents, not the underlying rating report.
  • Rating-agency practice does not establish the conduct of every debt investor.
  • A narrower claim that training costs cannot simply disappear from cash-flow analysis would require a different contract.

Evidence (1 item)

  • Context only: Financial Times, syndicated by Yahoo Finance,

    Credit rating analysts had to come up with their own estimates based on assumptions, the documents show.

    Why it matters here: The report says KBRA received adjusted operating income but had to estimate missing free cash flow and EBITDA. This cautions against both treating adjusted earnings as sufficient and claiming they had no role; it does not identify the supplied measure as EBTIT.

    Publisher
    Financial Times, syndicated by Yahoo Finance
    Kind of source
    News report
    Describes events of
    Public from

What would settle it

The rating or underwriting documents, including the definition and treatment of EBTIT and the reconciliation to cash flows.

Where it was said (1)

Said once in the sources this register covers.

  • : Where's Your Ed At, Credit Crunch

    Anthropic’s vulgar “Earnings Before Training, Interest and Taxes” measurement does not matter when the entire calculation is made on cashflows, and any attempts to act otherwise are either ignorant or deceptive.

    Published
    2026-10-06
    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-credit-crunch-f7ef89-a1.