“The majority of GPU-based data centers — which really have no other revenue stream — will be left inert, likely powered down, waiting for the day that somebody works it all out, which they won’t,”
Our reading:
If he is right, most GPU data centers will sit inert, likely powered down, and no one will find a use for them.
Assessment: Unresolved
What happened
Did the forecast come true?
Outcome: Unresolved
We checked, and the evidence so far doesn’t settle it.
Judged on a plain reading. They named no measure, so we used the reading a typical informed reader would take. It is spelled out under “How we judged it”.
Evidence up to . Checked .
Why
OpenAI's October 28, 2026 disclosure says ServiceNow is previewing interactive experiences inside ChatGPT [e1]. This documents current business activity, but does not establish the prerequisite OpenAI collapse or facility outcomes after such a collapse [e1]. It therefore does not settle the conditional forecast [e1].
Caveats
- The packet does not establish OpenAI's collapse or provide post-collapse facility records.
- No defined facility population or duration of abandonment is available.
- Current business activity cannot determine whether most GPU data centers would become permanently idle after a future collapse.
Evidence (1 item)
Goes against the claim: OpenAI,
inside ChatGPT
Why it matters: The announcement documents continuing business activity on the evaluation date. It weighs against the collapse prerequisite, while saying nothing decisive about data-center utilization after a future collapse.
- Publisher
- OpenAI
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- About events on
- Published
How we judged it
- Kind of claim
- Conditional forecast
- Deadline
- None given. We don’t add one.
Conditions
- if I'm right (their words)
- after OpenAI's death (their words)
Where we had to interpret
- The surrounding paragraph makes this conditional on the predicted OpenAI collapse.
- Majority means more than half by facility count, rather than GPU count, electricity capacity or asset value.
- The relevant population is GPU-focused data centers operating immediately before the collapse.
- Inert means sustained absence of productive workloads or viable replacement customers. Low GPU utilization alone is insufficient.
- Powered down is described as likely, so it is not a mandatory condition.
- The parenthetical about revenue streams supplies the proposed mechanism; it is not treated as a separate quantified company-money claim.
Right if: Following a documented OpenAI collapse, a majority of the defined facilities become unusable for productive commercial work and records establish lasting abandonment without viable alternative uses.
Wrong if: Following the antecedent, decisive records rule out majority abandonment in the defined cohort, or establish viable reuse of facilities claimed to have no possible alternative use. Current utilization alone cannot refute an undated future forecast.
We wrote this test after the outcome was known.
What would settle it
After a documented OpenAI collapse, records for a fixed cohort of pre-collapse GPU data centers must establish or decisively rule out lasting abandonment of a majority. A decisive example of viable reuse after the collapse could also refute the asserted impossibility of alternative uses.
We found 31 claims in this post. See them all.
Full record
Source and dates
Where's Your Ed At, The Enshittifinancial Crisis, paragraph 345.
- Said
- We read the source
- live page, full text, public
- Evidence up to
- Checked
We read this wording on 2026-10-28. The post may have been edited after 2025-12-29.
Where it was said (1)
Said once in the posts we read.
: Where's Your Ed At, The Enshittifinancial Crisis
The majority of GPU-based data centers — which really have no other revenue stream — will be left inert, likely powered down, waiting for the day that somebody works it all out, which they won’t,
- Where
- paragraph 345
- Published
- 2025-12-29
- We read it
- , live page
- Access
- full text, public
History
Versions
- Current: Unresolved. Evidence up to 2026-10-28.
What happened to this record
PublishedBy us
Published after both AI reviews and the final check passed.
Held backBy us
The final check failed: a cited source didn’t say what the write-up said.
Held backBy us
Both reviewers disagreed with the draft’s verdict.