“But the biggest thing to take away from this is that one of the classic arguments against my work is that “costs will just come down,” but the costs never come down.”
Our reading, the sentence that was checked:
Contrary to the argument that AI costs will fall, the AI labs' costs have never come down.
Assessment: Unresolved Evidence as of
Where and when Ed Zitron wrote it
Where's Your Ed At, The AI Bubble Is An Information War, paragraph 79.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-the-ai-bubble-is-an-information-war-977efd-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 2026-03-03. 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
- “costs will just come down”
- “the costs never come down”
- Context names OpenAI and Anthropic and discusses the last two years.
Our interpretation
- The contextual reading concerns the labs' aggregate financial costs, rather than customer prices or cost per token.
- The surrounding figures are press estimates, so estimate is the implied accounting basis.
- I read the retrospective period as the two years ending on the post date.
- Expenses, cash burn, losses and revisions to projected spending require separate comparisons. None automatically substitutes for another.
- No reporting frequency is specified. Annual increases alone cannot establish that costs never declined in any comparable reporting period.
Counts as supported if: Comparable records for both labs show no decline in aggregate costs across the reporting periods covered by the claim, using consistent definitions and accounting treatment.
Counts as contradicted if: A comparable decline in either lab's aggregate costs during the target period. A decline in cash burn alone settles only an interpretation that explicitly equates costs with cash burn.
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 evidence does not establish the blanket claim under a consistent financial measure. Anthropic's filing shows that operating cash outflow fell between 2024 and 2025, but cash burn is not aggregate expense. Treating that decline as a decisive contradiction would substitute a different metric and accounting basis. Rising expense components or revised forecasts likewise cannot establish that both labs' costs never declined.
Limitations
- The result depends materially on what costs means.
- The financial evidence is incomplete for the full period and both companies.
- This assessment does not address changes in customer prices or inference cost per token.
Evidence (1 item)
Context only: Anthropic, PBC / U.S. Securities and Exchange Commission,
The following table shows a summary of our cash flows for the periods presented:
Why it matters here: The table reports operating cash outflows of $5,692 million in 2024 and $2,637 million in 2025. This is material counterevidence to treating all costs and burn as interchangeable, but it measures net operating cash flow under GAAP, not aggregate estimated expenses.
- Publisher
- Anthropic, PBC / U.S. Securities and Exchange Commission
- Kind of source
- Regulatory filing, audited
- Measures
- Anthropic, Net cash used in operating activities, USD millions, gaap, 2024-01-01 to 2025-12-31
- Describes events of
- Public from
What would settle it
A consistent historical series for both labs' aggregate costs, with a specified reporting frequency and reconciled accounting definitions, or a matching documented decline.
Where it was said (1)
Said once in the sources this register covers.
: Where's Your Ed At, The AI Bubble Is An Information War
But the biggest thing to take away from this is that one of the classic arguments against my work is that “costs will just come down,” but the costs never come down.
- Where
- paragraph 79
- Published
- 2026-03-03
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-the-ai-bubble-is-an-information-war-977efd-a1: Current. Outcome: Unresolved. Evidence as of 2026-10-28. Public date not recorded.
Recorded events
Assessment publishedBy this site
First assessment published after both reviews and the final-text check passed.
About assessment wyea-the-ai-bubble-is-an-information-war-977efd-a1.