“Even if they somehow succeed, these are pathetic businesses with mediocre margins — 70% at best, assuming consistent payments, tenancy, and six fucking years of depreciation to actually break even, which might be difficult considering the yearly upgrade cycle makes the entire thing near-obsolete by the time you’re done paying it off.”
Our reading:
Even if they somehow succeed, AI data centers are pathetic businesses with mediocre margins of 70% at best, assuming consistent payments, tenancy and six years of depreciation to break even, which might be difficult because the yearly upgrade cycle makes them near-obsolete by the time they are paid off.
Assessment: Can’t be checked
What happened
Not graded on evidence
Outcome: Can’t be checked
An opinion, a recommendation, or too vague to test. Listed, not scored.
Evidence up to . Checked .
Why
The statement, from 28 April 2026, is about a hypothetical: AI data centers that 'somehow succeed' with consistent payments and tenancy. It caps their margins at '70% at best' but does not say which margin is meant, such as gross, EBITDA, operating or project-level. It names no operator and no period. It uses value words ('pathetic,' 'mediocre') and hedges the obsolescence point with 'might be difficult.' The evidence packet contains no evidence items. Testing the claim would mean choosing a margin type, an operator and a period that he did not give, and the result would depend on that choice. So the claim cannot be graded as written.
Caveats
- The packet contains no evidence on project-level economics for fully tenanted AI data centers.
- No evidence on depreciation schedules or break-even timing was gathered.
- A narrower, fully specified version of the claim might be testable against data that is not public.
Evidence (0 items)
Claims like this aren’t scored, so there is no evidence to show.
How we judged it
- Kind of claim
- Observation
- Deadline
- None given. We don’t add one.
Conditions
- even if they somehow succeed (their words)
- assuming consistent payments, tenancy, and six years of depreciation (their words)
- might be difficult (their words)
Where we had to interpret
- The claim describes a hypothetical: AI data centers that 'somehow succeed' with full payments and tenancy. It names no type of margin (gross, EBITDA, operating, project-level), no operator and no period.
- 'Pathetic' and 'mediocre' are value judgments. The obsolescence point is hedged with 'might be difficult'.
- Testing it against any one operator's reported margin would mean supplying a margin type and a period he did not give. That is why earlier criteria were found unfair.
We don’t grade claims like this. We only check the quote and who said it.
We found 34 claims in this post. See them all.
Full record
Source and dates
Where's Your Ed At, AI's Economics Don't Make Sense, paragraph 171.
- 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 2026-04-28.
Where it was said (1)
Said once in the posts we read.
: Where's Your Ed At, AI's Economics Don't Make Sense
Even if they somehow succeed, these are pathetic businesses with mediocre margins — 70% at best, assuming consistent payments, tenancy, and six fucking years of depreciation to actually break even, which might be difficult considering the yearly upgrade cycle makes the entire thing near-obsolete by the time you’re done paying it off.
- Where
- paragraph 171
- Published
- 2026-04-28
- We read it
- , live page
- Access
- full text, public
History
Versions
- Current: Can’t be checked. 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
A reviewer said our test wasn’t fair to what was actually said.