“...maybe? It sure isn't trending that way, nor has it gone down yet.”
Our reading, the sentence that was checked:
The cost of inference is not trending downward and has not gone down yet, though he says it maybe could go down.
Assessment: Contradicted Evidence as of
Where and when Ed Zitron wrote it
Where's Your Ed At, How To Argue With An AI Booster, paragraph 238.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-how-to-argue-with-an-ai-booster-064588-a2
We recorded 35 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 2025-08-25. This page does not claim the wording was captured then.
What the claim commits to
- Kind
- Observation
- Deadline, as the speaker wrote it
- None stated. This site does not add one.
- Deadline state when assessed
- No horizon
- Deadline state on 2026-10-29
- No horizon (the release’s reference date)
Conditions
- '...maybe?' allows that it could go down in future (qualifier, stated by the speaker)
From the speaker
- It sure isn't trending that way
- nor has it gone down yet
- ...maybe?
Our interpretation
- The maybe concerns a future possibility; it does not qualify the assertions about costs through publication.
- Read cost as the full inference expense of performing comparable work, including generated tokens, rather than token price alone.
- Assess both the claimed absence of a downward trend and the categorical historical assertion that costs had not fallen. A documented historical decline can contradict the latter without establishing the latest application-wide trend.
- Use the surrounding approximately two-year discussion: August 2023 through publication, with the exact anniversary as an operational boundary.
- This concerns industry inference service costs rather than a named company's financial accounts; metric_scope is null.
Counts as supported if: Comparable task-cost evidence shows no historical reduction during the period and no downward trend through publication, after including token consumption.
Counts as contradicted if: Credible longitudinal measurements show that full inference costs for comparable tasks or capability levels had already fallen during the period, or establish a downward trend through publication.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Contradicted
The dated evidence goes against what the claim committed to, under the criteria frozen before grading.
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 horizon
- Assessment recorded
- Policy version
- 2026-10-28.7
Rationale
Epoch's March 12, 2025 analysis found that benchmark evaluation costs at comparable performance levels had declined, accounting for recorded token consumption [e1]. These historical declines contradict the assertion that inference costs had not gone down [e1]. The analysis does not establish the direction of general application costs or frontier-workload spending in August 2025 [e1].
Limitations
- Fixed-capability benchmark costs do not establish aggregate application spending or costs for increasingly demanding workloads.
- Benchmark coverage, possible overfitting and evaluation variability limit generalization.
Evidence (1 item)
Goes against the claim: Epoch AI,
evaluation costs have declined
Why it matters here: Epoch checked evaluation costs using recorded token consumption and found historical declines at comparable benchmark performance levels. This addresses Zitron's objection to token-price-only comparisons and contradicts the assertion that inference costs had not fallen.
- Publisher
- Epoch AI
- Kind of source
- Independent measurement
- Describes events of
- Public from
Where it was said (1)
Said once in the sources this register covers.
: Where's Your Ed At, How To Argue With An AI Booster
...maybe? It sure isn't trending that way, nor has it gone down yet.
- Where
- paragraph 238
- Published
- 2025-08-25
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-how-to-argue-with-an-ai-booster-064588-a2: Current. Outcome: Contradicted. 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-how-to-argue-with-an-ai-booster-064588-a2.