“18 months ago, before the LLM euphoria, we all took for granted that AGI wasn’t just about beating ordinary humans.”
Our reading, the sentence that was checked:
Around early 2022, before LLM euphoria, the field assumed AGI meant more than beating ordinary humans.
Assessment: Unresolved Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, No, Virginia, AGI is not imminent, paragraph 29.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-no-virginia-agi-is-not-imminent-cc7110-a2
We recorded 20 claims from this post. See every claim from this post.
The wording above is the version this site observed on 2026-10-29. The source may have been edited after 2023-08-20. 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
- 18 months ago
- before the LLM euphoria
- we all took for granted
- AGI wasn’t just about beating ordinary humans
Our interpretation
- Eighteen months before the post places the observation around February 2022.
- I read we all as a claim of broad agreement in the AI field, not literal unanimity among every researcher.
- The proposed agreement concerns requirements beyond outperforming ordinary humans, such as stronger reliability, resourcefulness, or specialist capabilities.
- Publication of Marcus's criteria or willingness to host his bet would establish attention to those criteria, not field-wide acceptance.
Counts as supported if: Representative contemporaneous statements, surveys, or documented discussion establish broad early-2022 agreement that ordinary-human performance was insufficient for AGI.
Counts as contradicted if: Representative contemporaneous evidence shows that ordinary-human general capability was widely accepted as sufficient, or that the claimed shared requirement was substantially disputed.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Unresolved
The record was checked, and the evidence available by the cutoff does not settle it.
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
The November 4, 2023 review surveys AGI definitions involving typical human cognitive tasks, learning and economically valuable work [e1]. It does not measure how widely those definitions were accepted around February 2022 [e1]. It therefore establishes neither broad agreement that ordinary-human performance was insufficient nor substantial contemporary disagreement with that requirement [e1].
Limitations
- The later review provides historical definitions, not a representative measurement of February 2022 views [e1].
- It does not establish whether the field endorsed Marcus's proposed criteria [e1].
Evidence (1 item)
Context only: arXiv; Google DeepMind researchers,
“what tasks?”
Why it matters here: The paper surveys historical formulations based on typical human cognitive tasks, learning, economic work, and reliability. This cautions against assuming a single shared standard, but does not establish the distribution of views in February 2022.
- Publisher
- arXiv; Google DeepMind researchers
- Kind of source
- Preprint, not peer reviewed
- Describes events of
- Public from
What would settle it
A representative survey or substantial documented discussion from around February 2022 showing whether the field broadly accepted requirements beyond ordinary-human general performance or substantially disputed them.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, No, Virginia, AGI is not imminent
18 months ago, before the LLM euphoria, we all took for granted that AGI wasn’t just about beating ordinary humans.
- Where
- paragraph 29
- Published
- 2023-08-20
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-no-virginia-agi-is-not-imminent-cc7110-a2: Current. Outcome: Unresolved. 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-no-virginia-agi-is-not-imminent-cc7110-a2.