“Yet investments in the same single approach grow every day.”
Our reading, the sentence that was checked:
Investments in the single LLM/transformer approach continue to grow.
Assessment: Unresolved Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, Could China devastate the US without firing a shot?, paragraph 10.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-could-china-devastate-the-us-without-6efa26-a2
We recorded 9 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 2025-10-27. 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
- investments
- the same single approach
- grow every day
Our interpretation
- Every day is ordinary emphasis for a continuing upward trend, not a claim that funding increases on every calendar day.
- The same approach refers to LLM/transformer development in the preceding discussion.
- Growth requires a comparable investment measure over time; merely adding another transaction to a cumulative total is insufficient.
- Use the third quarter of 2025 as the latest completed investment reporting quarter before publication, with earlier periods as comparison context.
- The wording does not choose between financing received, capital expenditure, or future commitments, and supplies no reporting basis.
Counts as supported if: Comparable records show a continuing upward trend in investment attributable to LLM/transformer development during the target period.
Counts as contradicted if: Comparable records show that investment attributable to that approach was flat or declining over a meaningful comparison interval.
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
Anthropic announced $3.5 billion in financing on March 3, 2025 and a $13 billion round on September 2, 2025, establishing a larger later round at one developer [e2, e1]. CB Insights reported that average financing deal size across private AI companies globally rose 86% in January–September 2025 compared with 2024 [e3]. Neither individual round sizes nor an all-AI average supplies comparable aggregate investment totals for LLM/transformer development, so these items establish neither continued growth nor a flat or declining trend for the claimed investment [e1, e2, e3].
Limitations
- The evidence lacks a comparable aggregate series isolating LLM/transformer investment in Q3 2025 and earlier periods.
- Financing received does not establish expenditure on the specified development approach.
- CB Insights covers AI broadly; its report was published on October 30, 2025, after the claim.
Evidence (3 items)
Context only: Anthropic,
$13 billion
Why it matters here: Establishes substantial new financing at one LLM developer during the target quarter. It does not measure aggregate investment or expenditure specifically on scaling larger models.
- Where
- Opening paragraph
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Measures
- Anthropic, Completed Series F fundraising, USD billions, company reported, 2025-09-02 to 2025-09-02
- Describes events of
- Public from
Context only: Anthropic,
$3.5 billion
Why it matters here: The earlier round was smaller than September's round. This is a company-level financing comparison, not a sector-wide investment growth rate.
- Where
- Opening paragraph
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Measures
- Anthropic, Completed Series E fundraising, USD billions, company reported, 2025-03-03 to 2025-03-03
- Describes events of
- Public from
Context only: CB Insights,
The average deal size
Why it matters here: Shows larger average AI financing deals through the target quarter. Average deal size across all AI companies cannot establish growth in total investment in the specific LLM approach.
- Publisher
- CB Insights
- Kind of source
- Independent measurement
- Measures
- Private AI companies globally, Average financing deal size, USD millions per deal, estimate, 2025-01-01 to 2025-09-30
- Describes events of
- Public from
What would settle it
Comparable investment totals for a consistently defined LLM/transformer developer population in Q3 2025 and earlier periods, using a specified reporting basis and keeping financing, expenditure and announced commitments separate.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, Could China devastate the US without firing a shot?
Yet investments in the same single approach grow every day.
- Where
- paragraph 10
- Published
- 2025-10-27
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-could-china-devastate-the-us-without-6efa26-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-could-china-devastate-the-us-without-6efa26-a2.