C016 — Claim Definition¶


Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C016

Claim as Received¶

Georgetown Law and Stanford policy analyses recommend that training address sycophancy.

Claim as Clarified¶

Georgetown Law and Stanford policy analyses recommend that training address sycophancy.

BLUF¶

Partially confirmed. Georgetown Law's Tech Institute and Stanford/Brookings researchers identify sycophancy as needing policy attention and recommend workforce education and AI literacy. However, the specific recommendation that enterprise training address sycophancy is an inference from their broader recommendations, not a direct quote.

Scope¶

Domain: AI sycophancy research
Timeframe: Current (2024-2026)
Testability: Verifiable against published research and public records

Assessment Summary¶

Probability: Likely (55-80%)

Confidence: Medium

Hypothesis outcome: H2 is supported based on available evidence.

[Full assessment in assessment.md.]

Status¶

Field	Value
Date created	2026-04-01
Date completed	2026-04-01
Researcher profile	Phillip Moore
Prompt version	Unified Research Methodology v1
Revisit by	2027-04-01
Revisit trigger	If Georgetown or Stanford explicitly recommend enterprise sycophancy training