โCritical things like factuality, compositionality, and common sense arenโt even addressed.โ
Our reading, the sentence that was checked:
The ARC test does not address factuality, compositionality, or common sense.
Assessment: Mixed Evidence as of
Where and when Gary Marcus wrote it
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-c39-66ca37-a1
We recorded 17 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 2024-12-22. 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 releaseโs reference date)
From the speaker
- Critical things like factuality, compositionality, and common sense
- aren't even addressed
- by the ARC-AGI test
Our interpretation
- The test is ARC-AGI-1, whose design dates from 2019 and stood unchanged in December 2024.
- Plain reading: the claim holds for each item if ARC's design does not test it at all. It fails for an item if ARC's design documents show the tasks deliberately draw on it.
- Factuality means knowledge of facts about the world. Compositionality means combining known rules or concepts. Common sense means everyday intuitive knowledge about the world, including basic physical intuitions.
Counts as supported if: ARC design documents show the tasks exclude factual knowledge, do not test combining concepts, and do not draw on commonsense knowledge.
Counts as contradicted if: ARC design documents show the tasks deliberately test combining concepts or rely on commonsense priors such as objectness and elementary physics.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Mixed
Part of the claim holds and part does not, and the record says which part is which.
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
Factuality: supported. ARC Prize says ARC-AGI restricts itself to core knowledge priors and avoids learned or cultural knowledge, so facts about the world are not tested. Compositionality and common sense: the claim that they 'aren't even addressed' goes too far. Chollet's 2019 paper builds ARC on core-knowledge priors, including 'objectness and elementary physics', which are basic commonsense intuitions. The ARC-AGI-2 paper says ARC-AGI-2 targets 'deeper levels' of compositional generalization. That implies ARC-AGI-1 covered combining rules shallowly, though most of its tasks needed a single transformation. So ARC covers these two only thinly, not 'not at all'.
Limitations
- The result depends on how 'common sense' and 'compositionality' are defined. A narrower reading, such as broad everyday world knowledge, would favor Marcus.
- The ARC-AGI-2 paper was published after the post. It describes the earlier benchmark's design, which did not change.
- The ARC Prize design page is undated, so its available_at is set to the date it was read.
Evidence (3 items)
Supports the claim: ARC Prize Foundation,
ARC-AGI avoids this by restricting itself to core knowledge priors, those cognitive building blocks that are either present at birth or acquired very early in human development with minimal explicit instruction
Why it matters here: ARC deliberately avoids acquired and cultural knowledge, so factual knowledge is not tested. This supports the factuality part.
- Publisher
- ARC Prize Foundation
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Goes against the claim: arXiv (Franรงois Chollet),
Objectness and elementary physics: humans assume that their environment should be parsed into โobjectsโ characterized by principles of cohesion
Why it matters here: ARC is built on core-knowledge priors such as objectness and elementary physics, which are basic commonsense intuitions. That cuts against 'common sense aren't even addressed', though only the most basic layer is covered.
- Publisher
- arXiv (Franรงois Chollet)
- Kind of source
- Preprint, not peer reviewed
- Describes events of
- Public from
Goes against the claim: arXiv (Chollet, Knoop, Kamradt, Landers, Pinkard),
Lastly, a major focus with ARC-AGI-2 is to investigate deeper levels of compositional generalization โ the ability to combine known rules or concepts in novel ways.
Why it matters here: The ARC authors describe ARC-AGI-2 as probing 'deeper levels' of compositional generalization than the 2019 ARC-AGI-1 design. That implies ARC-AGI-1 covered shallower levels, not none. The same section says most ARC-AGI-1 tasks needed only one high-level transformation, so coverage was weak.
- Publisher
- arXiv (Chollet, Knoop, Kamradt, Landers, Pinkard)
- Kind of source
- Preprint, not peer reviewed
- Describes events of
- Public from
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, ๐ผ๐ฏ โ๐๐ฅ๐ ๐๐๐โ ๐ฝ๐ผ๐๐๐บ๐ผ๐ฟ๐๐ฒ๐บ ๐บ๐ฒ๐ด๐ฎ๐๐ต๐ฟ๐ฒ๐ฎ๐ฑ: ๐๐ต๐ ๐๐ต๐ถ๐ป๐ด๐ ๐ด๐ผ๐ ๐ต๐ฒ๐ฎ๐๐ฒ๐ฑ, ๐๐ต๐ฎ๐ ๐๐ฒ๐ป๐ ๐๐ฟ๐ผ๐ป๐ด, ๐ฎ๐ป๐ฑ ๐๐ต๐ฎ๐ ๐ถ๐ ๐ฎ๐น๐น ๐บ๐ฒ๐ฎ๐ป๐
Critical things like factuality, compositionality, and common sense arenโt even addressed.
- Where
- paragraph 4
- Published
- 2024-12-22
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-c39-66ca37-a1: Current. Outcome: Mixed. 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.