“At least for the next decade, LLMs (with and without inference time “reasoning”) will continue have their uses, especially for coding and brainstorming and writing.”
Our reading, the sentence that was checked:
For at least the next decade LLMs will continue to have uses, especially for coding, brainstorming and writing.
Assessment: Unresolved Not yet due on 2026-10-29 Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, A knockout blow for LLMs?, paragraph 36.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-a-knockout-blow-for-llms-25df94-a2
We recorded 19 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 2025-06-07. This page does not claim the wording was captured then.
What the claim commits to
- Kind
- Forecast
- Deadline, as the speaker wrote it
- “At least for the next decade”
- Deadline state when assessed
- Not yet due
- Deadline state on 2026-10-29
- Not yet due (the release’s reference date)
Conditions
- especially coding, brainstorming, writing (qualifier, stated by the speaker)
From the speaker
- At least for the next decade
- LLMs
- with and without inference time “reasoning”
- will continue have their uses
- especially for coding and brainstorming and writing
Our interpretation
- A decade from the post ends on June 7, 2035. At least makes this the minimum promised duration.
- Uses means practical usefulness, not necessarily widespread adoption or economic dominance.
- Especially identifies emphasized applications, not an antecedent or a requirement that these remain the largest uses.
- Assess continued usefulness of reasoning and non-reasoning LLM approaches, allowing models and products to change.
Counts as supported if: Evidence through June 7, 2035 establishes persistent practical usefulness of LLMs, including the emphasized application areas and both reasoning and non-reasoning approaches.
Counts as contradicted if: Evidence establishes that useful LLM applications have ceased before the promised minimum duration, rather than merely declining in popularity or moving to new products.
Prospective: these criteria were frozen before the deadline, while the outcome was not yet public.
Current assessment
Did the forecast come true?
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
- Not yet due
- Assessment recorded
- Policy version
- 2026-10-28.7
Rationale
The minimum forecast horizon ends on June 7, 2035, after the October 28, 2026 evaluation date. Observed coding use is consistent with the forecast but cannot establish a decade of continued usefulness. No event in the reviewed evidence meets the early-resolution rule.
Limitations
- The evidence covers one provider and an interim usage period.
- Use and practical benefit are related but different measures.
Evidence (1 item)
Context only: Anthropic,
software development
Why it matters here: The August usage sample shows continued coding applications after the post. It is consistent with the forecast's early trajectory, but cannot establish continued usefulness through June 2035.
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
What would settle it
Longitudinal evidence of useful applications through June 7, 2035, especially coding, brainstorming, and writing; or a decisive earlier event meeting the stated cessation rule.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, A knockout blow for LLMs?
At least for the next decade, LLMs (with and without inference time “reasoning”) will continue have their uses, especially for coding and brainstorming and writing.
- Where
- paragraph 36
- Published
- 2025-06-07
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-a-knockout-blow-for-llms-25df94-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.