“In any case, there is no future for any AI company that uses a subscription-based approach, at least not one where they don’t directly pass on the cost of compute.”
Our reading, the sentence that was checked:
There is no future for any AI company that uses a subscription-based approach without directly passing on the cost of 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, Why Are We Still Doing This?, paragraph 33.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-why-are-we-still-doing-this-7ff3fb-a1
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 2026-03-17. This page does not claim the wording was captured then.
What the claim commits to
- Kind
- Forecast
- Deadline, as the speaker wrote it
- None stated. This site does not add one.
- Deadline state when assessed
- No deadline stated
- Deadline state on 2026-10-29
- No deadline stated (the release’s reference date)
Conditions
- subscription-based AI companies that don't directly pass on the cost of compute (scope, stated by the speaker)
From the speaker
- no future
- any AI company
- subscription-based approach
- don’t directly pass on the cost of compute
Our interpretation
- The plain reading predicts that AI businesses cannot remain commercially viable with fixed subscriptions that absorb variation in customers' compute use.
- Commercial viability requires sustained operations supported by the business's economics. Continued operation financed by new investment alone does not establish it.
- Ordinary usage caps do not automatically constitute direct compute-cost billing; the post itself discusses capped subscriptions.
- The universal wording includes AI companies beyond Anthropic and OpenAI, although those companies dominate the context.
- This is a qualitative business-model prediction, with no stated financial metric or accounting basis.
Counts as supported if: Broad evidence shows that businesses using the specified model fail or must abandon it because its economics cannot support continued operation. Individual failures would establish only those cases.
Counts as contradicted if: At least one qualifying AI business demonstrates sustained commercial viability while retaining subscriptions that do not directly bill customers for their compute consumption.
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 prediction has no deadline. The Midjourney interview is relevant counterevidence, but it concerns 2022 and does not establish sustained post-forecast viability under an unambiguously qualifying billing model. The reviewed record supplies neither a decisive counterexample nor evidence establishing the universal prediction.
Limitations
- Public financial evidence for private AI companies is limited.
- The historical profitability statement is a founder's claim reported in an interview, not an audited financial result.
- The meaning of direct compute-cost pass-through materially affects which businesses qualify.
Evidence (1 item)
Context only: The Register,
To be honest, we're already profitable, and we're fine.
Why it matters here: Holz's reported statement is a relevant historical challenge to a broad claim about subscription AI businesses. It predates the forecast, and his accompanying cost-plus description leaves the compute-pass-through exception uncertain.
- Publisher
- The Register
- Kind of source
- News report
- Measures
- Midjourney, Qualitative company profitability; profit measure unspecified, company reported, ? to 2022-08-01
- Describes events of
- Public from
What would settle it
Reliable records showing sustained commercial viability for a qualifying subscription AI business, together with billing terms establishing that customers do not directly pay for their compute consumption.
Where it was said (1)
Said once in the sources this register covers.
: Where's Your Ed At, Why Are We Still Doing This?
In any case, there is no future for any AI company that uses a subscription-based approach, at least not one where they don’t directly pass on the cost of compute.
- Where
- paragraph 33
- Published
- 2026-03-17
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-why-are-we-still-doing-this-7ff3fb-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-why-are-we-still-doing-this-7ff3fb-a1.