“I see no situation where OpenAI and Anthropic continue to iterate on Large Language Models in perpetuity, as at some point Microsoft, Amazon and Google decide (or are forced to decide) that cloud compute welfare isn't a business model.”
Our reading, the sentence that was checked:
OpenAI and Anthropic will not be able to keep iterating on LLMs indefinitely because Microsoft, Amazon and Google will at some point stop subsidizing their compute.
Assessment: Unresolved No deadline stated on 2026-10-29 Evidence as of
Where and when Ed Zitron wrote it
Where's Your Ed At, Pop Culture, paragraph 70.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-pop-culture-11c39e-a1
We recorded 27 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 2024-07-08. This page does not claim the wording was captured then.
What the claim commits to
- Kind
- Forecast
- Deadline, as the speaker wrote it
- “at some point”
- Deadline state when assessed
- No deadline stated
- Deadline state on 2026-10-29
- No deadline stated (the release’s reference date)
Conditions
- because Microsoft, Amazon and Google will stop subsidizing compute (qualifier, stated by the speaker)
From the speaker
- OpenAI and Anthropic
- continue to iterate on Large Language Models in perpetuity
- at some point Microsoft, Amazon and Google
- cloud compute welfare isn't a business model
Our interpretation
- The ordinary reading predicts withdrawal of cloud-backed financial or compute support that prevents both named developers from continuing LLM development.
- The word because supplies a predicted causal mechanism, not an externally stipulated condition that must already have occurred.
- At some point supplies no deadline.
- Ordinary paid cloud purchases and distribution agreements do not by themselves establish subsidized compute.
- The statement names no financial amount or accounting basis for the supposed subsidy.
Counts as supported if: Records establish that the relevant cloud backers withdraw subsidized support and that this withdrawal causes both OpenAI and Anthropic to cease continuing LLM development.
Counts as contradicted if: A decisive event establishes that the proposed withdrawal cannot cause the predicted cessation, such as durable independence from that support. Continued development or renewed agreements for a finite period alone do not disprove an indefinite forecast.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Did the forecast come true?
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 deadline stated
- Assessment recorded
- Policy version
- 2026-10-28.7
Rationale
The inspected disclosures show continuing and expanded cloud relationships, including an October 2026 statement that Microsoft remained OpenAI's primary cloud partner. They do not show withdrawal forcing both developers to stop LLM work. They also cannot establish that support will continue indefinitely. With no deadline and no decisive event satisfying the causal rule, the forecast remains open.
Limitations
- Public agreements do not reveal every financial concession.
- Compute purchases, investments, and subsidies are distinct.
- The claim supplies no accounting basis for measuring its asserted subsidy.
Evidence (3 items)
Context only: OpenAI,
Microsoft remains OpenAI’s primary cloud partner.
Why it matters here: OpenAI reported an ongoing Microsoft relationship while announcing Google Cloud distribution. This does not establish the amount of any subsidy or settle eventual withdrawal.
- Publisher
- OpenAI
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Context only: Anthropic,
primary cloud provider
Why it matters here: Anthropic described continuing Amazon training support alongside an expanded Google and Broadcom agreement. These arrangements do not establish perpetual support or identify a subsidy on the claim's undefined basis.
- Where
- Final paragraph
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Context only: Anthropic,
primary training and cloud provider
Why it matters here: The expanded arrangement provides further evidence of continuing cooperation. A finite agreement cannot disprove a forecast about eventual withdrawal, and commercial commitments are not automatically subsidies.
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
What would settle it
Contracts or disclosures establishing withdrawal of identifiable subsidized support, together with evidence that the withdrawal forces both companies to cease LLM development; alternatively, decisive evidence excluding that dependency.
Where it was said (1)
Said once in the sources this register covers.
: Where's Your Ed At, Pop Culture
I see no situation where OpenAI and Anthropic continue to iterate on Large Language Models in perpetuity, as at some point Microsoft, Amazon and Google decide (or are forced to decide) that cloud compute welfare isn't a business model.
- Where
- paragraph 70
- Published
- 2024-07-08
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-pop-culture-11c39e-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.