C016¶


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

Claim: 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.

Probability: Likely (55-80%) | Confidence: Medium

Summary¶

Entity	Description
Claim Definition	Claim text, scope, status
Assessment	Full analytical product with reasoning chain
ACH Matrix	Evidence x hypotheses diagnosticity analysis
Self-Audit	ROBIS-adapted 5-domain audit

Hypotheses¶

ID	Hypothesis	Status
H1	Both explicitly recommend training address sycophancy	Plausible
H2	Both identify sycophancy as a concern and recommend education broadly	Supported
H3	Neither recommends anything related to sycophancy training	Not supported

Searches¶

ID	Target	Results	Selected
S01	Georgetown Law Stanford policy sycophancy training recommendation	10	1

Sources¶

Source	Description	Reliability	Relevance
SRC01	Georgetown Law Tech Institute and Brookings/Stanford analyses	High	High

Revisit Triggers¶

If Georgetown or Stanford explicitly recommend enterprise sycophancy training