“And so far Generative AI hasn’t. Maybe hundreds of millions, probably not billions. certainly not hundreds of billions.”
Our reading:
As of August 2023, generative AI has made perhaps hundreds of millions of dollars, probably not billions, and certainly not hundreds of billions.
Assessment: Unresolved
What happened
Was it true for the period described?
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
Only 'certainly not hundreds of billions' is a firm numerical commitment. The search found company-level reports, reconstructed estimates and broader market estimates, but no comparable cumulative industry total through August 14, 2023. The accounting basis is also unspecified. These gaps prevent a supported or contradicted score. Evidence of billions alone would not contradict the qualified estimate.
Caveats
- The revenue reading is plausible but not explicit.
- Failure to establish a sector total is not evidence that the threshold was reached or missed.
Evidence (1 item)
Context only: Epoch AI,
We use media reports
Why it matters: This describes a retrospective reconstruction from press reports. Its selected-company coverage and estimation method do not provide a complete cumulative sector total through August 14, 2023.
- Publisher
- Epoch AI
- Kind of source
- Independent measurement
- About events on
- Published
Probably right?
One AI thinks this is probably right, and the other says it’s too early to tell. The evidence isn’t conclusive, so the verdict above stays unresolved. It counts only when you pick Speculative under “How sure?”.
- Anthropic’s AI: Epoch AI's reconstruction puts OpenAI, the sector leader, at about $210M annualized in early 2023 and about $1B by late August, with other model makers far smaller. That clearly rules out hundreds of billions, even though no complete sector total exists.
How we judged it
- Kind of claim
- Observation
- Deadline
- None given. We don’t add one.
Where we had to interpret
- Only the firm rejection of hundreds of billions is eligible for scoring. Billion-scale revenue would not contradict the qualified phrase 'probably not billions'.
- The ordinary revenue reading is money earned from generative AI products and services. The surrounding discussion also mentions profits, so this reading is not explicit.
- 'So far' means cumulative earnings through August 14, 2023. No starting date or reporting quarter is supplied.
- Treat hundreds of billions as the $100-billion order of magnitude. Evidence near the boundary would require clarification.
- Marcus supplies no accounting basis for the sector-wide amount. Reports about OpenAI elsewhere in the passage do not establish a basis for the entire sector.
Right if: Comparable evidence establishes that cumulative generative AI revenue through August 14, 2023 remained below the hundreds-of-billions band, with sufficiently complete coverage to bound the total.
Wrong if: Comparable evidence establishes cumulative generative AI revenue clearly within or above the hundreds-of-billions band by August 14, 2023. Merely reaching billions does not contradict the scored commitment.
We wrote this test after the outcome was known.
What would settle it
A documented cumulative industry total or robust upper bound through August 14, 2023, together with a clarified metric, industry boundary and accounting basis.
We found 15 claims in this post. See them all.
Full record
Source and dates
Marcus on AI, What exactly are the economics of AI?, paragraph 6.
- Said
- We read the source
- live page, full text, public
- Evidence up to
- Checked
We read this wording on 2026-10-29. The post may have been edited after 2023-08-14.
Where it was said (1)
Said once in the posts we read.
: Marcus on AI, What exactly are the economics of AI?
And so far Generative AI hasn’t. Maybe hundreds of millions, probably not billions. certainly not hundreds of billions.
- Where
- paragraph 6
- Published
- 2023-08-14
- 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
A reviewer said our test wasn’t fair to what was actually said.