Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

“As I discussed a few months ago, despite vast amounts of capital expenditures, hyperscaler depreciation — by which I mean when you spread out the cost of GPUs over 6 years starting from when they enter service — also suggests that the vast majority of capex is yet to be put in service.”

Where're All The AI Chips?, paragraph 108.

Our reading:

Hyperscaler depreciation suggests the vast majority of their capex has not yet been put into service.

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

He says depreciation 'suggests' most capex is not yet in service. That is his reading of a ratio, not a firm factual claim. He gives no spending period, no list of companies, and no measure of 'in service'. Turning this into a pass/fail test would mean picking a capex cohort and a deployment measure for him and removing his hedge. That would score words he did not commit to, so the claim is not graded.

Caveats

  • A narrower factual version could be checked against filings (for example, construction-in-progress compared with recent capex), but that would be a different claim from the one he made.

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.

Where we had to interpret

  • The claim says what depreciation trends 'suggest'. It is his reading of a ratio (D&A as a share of capex), not a firm factual statement.
  • He names no spending period (no cohort of capex), no company-by-company scope, and no in-service measure. Testing whether 'the vast majority' of capex is out of service would mean supplying a cohort and a measure he did not give, and dropping his hedge.
  • So it is treated as not adjudicable.

We don’t grade claims like this. We only check the quote and who said it.

What would settle it

A firm statement from him naming the companies, the capex period, and the measure of 'in service', which could then be checked against 10-K property and equipment notes.

We found 53 claims in this post. See them all.

Full record

Source and dates

Where's Your Ed At, Where're All The AI Chips?, paragraph 108.

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 2026-09-22.

Where it was said (1)

Said once in the posts we read.

  • : Where's Your Ed At, Where're All The AI Chips?

    As I discussed a few months ago, despite vast amounts of capital expenditures, hyperscaler depreciation — by which I mean when you spread out the cost of GPUs over 6 years starting from when they enter service — also suggests that the vast majority of capex is yet to be put in service.

    Published
    2026-09-22
    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

  1. PublishedBy us

    Published after both AI reviews and the final check passed.

  2. Held backBy us

    A reviewer said our test wasn’t fair to what was actually said.