“There are some applications where the current systems are reliable enough to be practically useful, though not nearly as many as is often claimed.”
Our reading, the sentence that was checked:
Current AI systems are reliable enough to be useful in some applications, but far fewer than often claimed.
Assessment: Can’t be checked Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, The Five Stages of AGI Grief, paragraph 18.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-the-five-stages-of-agi-grief-2108c3-a2
We recorded 8 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 2025-01-07. 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)
From the speaker
- current systems
- some applications
- reliable enough to be practically useful
- not nearly as many as is often claimed
Our interpretation
- The existence of some useful applications is independently testable.
- The comparative clause supplies neither a set of advertised applications nor a source for what is often claimed.
- There is no ordinary, reproducible way to count applications across differently scoped tasks, products, and human-supervised workflows without choosing the comparison for the speaker.
This claim is not graded on evidence. The record checks that the words are quoted correctly and attributed to the right person, and that the claim is classified correctly.
Current assessment
Not graded on evidence
Outcome: Can’t be checked
The statement is a recommendation, a value judgment, or too open to test. It is recorded, not scored.
- Evidence as of
- Deadline state when assessed
- No horizon
- Assessment recorded
- Policy version
- 2026-10-28.7
Rationale
The benchmark published on December 18, 2024 reports that its strongest tested agent completed 24% of 175 simulated workplace tasks [e1]. This shows limits on those tasks, but neither counts practically useful applications nor establishes how many were commonly advertised [e1]. It therefore cannot supply the missing comparison needed to assess the complete claim [e1].
Limitations
- The claim identifies no advertised comparison set, common unit for counting applications, or standard for practical reliability.
- The existence of useful applications is separately testable, but this simulated-task benchmark does not establish their prevalence in practice.
Evidence (1 item)
No outcome evidence: a claim of this kind is recorded and attributed, not scored.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, The Five Stages of AGI Grief
There are some applications where the current systems are reliable enough to be practically useful, though not nearly as many as is often claimed.
- Where
- paragraph 18
- Published
- 2025-01-07
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-the-five-stages-of-agi-grief-2108c3-a2: Current. Outcome: Can’t be checked. 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 marcus-the-five-stages-of-agi-grief-2108c3-a2.