“When it comes to AI in particular, we are getting way ahead of our skis, rushing forward a technology we don’t fully understand.”
Our reading, the sentence that was checked:
Humanity is rushing forward with AI, a technology it does not fully understand.
Assessment: Supported Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, What was 60 Minutes thinking, in that interview with Geoff Hinton?, paragraph 11.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-what-was-60-minutes-thinking-in-that-4d1386-a1
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 2023-10-10. 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
- AI in particular
- getting way ahead of our skis
- rushing forward
- a technology we don’t fully understand
Our interpretation
- The testable plain reading is that deployment was expanding despite substantial gaps in understanding model behavior and mechanisms.
- Whether that expansion was excessively fast is an evaluative judgment, not a separately measurable fact.
- For this ongoing observation, use July–September 2023, the latest completed calendar quarter before publication, as the reporting window. Marcus did not specify this window.
Counts as supported if: Contemporaneous records show expanding public deployment alongside acknowledged, substantial gaps in understanding how the deployed class of models behaves.
Counts as contradicted if: Records show that deployment was not materially expanding, or that the relevant behavior and mechanisms were already comprehensively understood.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Supported
The dated evidence matches 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
The factual core holds: OpenAI expanded GPT-4 access while interpretability researchers acknowledged substantial unexplained behavior. The [deployment announcement](https://community.openai.com/t/gpt-4-api-general-availability-and-deprecation-of-older-models-in-the-completions-api/289518) and [research update](https://transformer-circuits.pub/2023/july-update/) establish that conjunction. They do not establish that deployment was morally or practically too fast.
Limitations
- Support applies to deployment proceeding despite incomplete understanding.
- The judgment expressed by rushing is not independently scored.
- The interpretability update supplies a publication month, not an exact day.
Evidence (2 items)
Supports the claim: OpenAI,
generally available
Why it matters here: This documents actual expansion of access to GPT-4. It establishes deployment growth, although not that the chosen pace was excessive.
- Publisher
- OpenAI
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Supports the claim: Anthropic interpretability team,
model behaviors
Why it matters here: Researchers explicitly acknowledged unresolved explanations for language-model behavior while deployment was expanding. The page specifies July only; available_at uses the month's final day as a conservative availability bound.
- Publisher
- Anthropic interpretability team
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, What was 60 Minutes thinking, in that interview with Geoff Hinton?
When it comes to AI in particular, we are getting way ahead of our skis, rushing forward a technology we don’t fully understand.
- Where
- paragraph 11
- Published
- 2023-10-10
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-what-was-60-minutes-thinking-in-that-4d1386-a1: Current. Outcome: Supported. 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-what-was-60-minutes-thinking-in-that-4d1386-a1.