“Seven years is a long time, but the field is going to need to invest in other ideas if we are going to get to AGI before the end of the decade. Or else outliers alone might be enough to keep us from getting there.”
Our reading, the sentence that was checked:
Unless the field invests in ideas beyond current techniques like deep learning, outliers alone may prevent reaching AGI before the end of the decade.
Assessment: Can’t be checked Not checked against evidence
Where and when Gary Marcus wrote it
Marcus on AI, Dear Elon Musk, here are five things you might want to consider about AGI, paragraph 17.
- Said
- Source observed
- live page, full text, public
- Evidence
- Not checkedboth screens found it cannot be checked
- Assessment recorded
- assessment marcus-dear-elon-musk-here-are-five-things-1c4f0d-a1
We recorded 21 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 2022-05-31. This page does not claim the wording was captured then.
What the claim commits to
- Kind
- Conditional forecast
- Deadline, as the speaker wrote it
- “before the end of the decade”
- Deadline state when assessed
- No horizon
- Deadline state on 2026-10-29
- No horizon (the release’s reference date)
Conditions
- unless the field invests in ideas beyond deep learning (antecedent, stated by the speaker)
From the speaker
- unless the field invests in ideas beyond deep learning
- before the end of the decade
Our interpretation
None added.
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
Both AI providers screened this claim on their own and found that public evidence could not settle it. It is recorded and attributed, not scored.
Why it can’t be checked
Both screens gave the same reason:
- Stated as a chance or a possibility, or at medium or low confidence.
- Evidence
- Not checked
- Deadline state when assessed
- No horizon
- Assessment recorded
- Policy version
- 2026-10-28.7
Rationale
Not checked against evidence. Two independent screens, one from each provider, both found this stated as a chance or a possibility, or at medium or low confidence.
Limitations
None recorded.
Evidence (0 items)
No evidence was searched for. Both screens found that public evidence could not settle this claim.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, Dear Elon Musk, here are five things you might want to consider about AGI
Seven years is a long time, but the field is going to need to invest in other ideas if we are going to get to AGI before the end of the decade. Or else outliers alone might be enough to keep us from getting there.
- Where
- paragraph 17
- Published
- 2022-05-31
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-dear-elon-musk-here-are-five-things-1c4f0d-a1: Current. Outcome: Can’t be checked. Not checked against evidence. 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-dear-elon-musk-here-are-five-things-1c4f0d-a1.