C007 — Claim Definition¶


Research	R0031 — Plural Voice Claims Blind
Run	2026-03-27
Claim	C007

Claim as Received¶

NeurIPS requires AI disclosure only when AI is part of the methodology.

Claim as Clarified¶

NeurIPS requires AI disclosure only when AI is part of the methodology.

BLUF¶

NeurIPS 2025 LLM policy requires disclosure when LLM use is 'an important, original, or non-standard component' of the method. Spell checkers, grammar tools, and programming aids for editing are explicitly exempt from disclosure. This confirms the claim that disclosure is only required when AI is part of the methodology.

Scope¶

Domain: AI policy and attribution
Timeframe: 2022-2026
Testability: Verifiable against primary sources

Assessment Summary¶

Probability: Almost certain (95-99%)

Confidence: High

Hypothesis outcome: Hypothesis supported: H1 — NeurIPS policy confirms methodology-only disclosure.

Hypotheses eliminated: H2, H3 — Policy text is clear and unambiguous.

[Full assessment in assessment.md.]

Status¶

Field	Value
Date created	2026-03-27
Date completed	2026-03-27
Researcher profile	None provided
Prompt version	Unified Research Standard v1.0-draft
Revisit by	2027-03-27
Revisit trigger	Policy updates or new evidence