C017¶


Research	R0055 — RLHF Yes-Men Claims
Run	2026-04-01
Claim	C017

Claim: Microsoft Research reviewed approximately 60 papers on sycophancy and recommended that training address it

BLUF: Not verified as stated. The most relevant sycophancy survey found (Malmqvist 2024, arXiv:2411.15287) reviewed only 19 references and is not affiliated with Microsoft Research. No Microsoft Research sycophancy survey reviewing ~60 papers was found. A separate Microsoft/CMU CHI 2025 study on critical thinking exists but does not review sycophancy papers.

Probability: Very unlikely (05-20%) | 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	Claim is accurate as stated	Eliminated
H2	Claim is partially correct or correct with caveats	Inconclusive
H3	Claim is materially wrong	Supported

Searches¶

ID	Target	Results	Selected
S01	Microsoft Research sycophancy survey 60 papers rev	10	2

Sources¶

Source	Description	Reliability	Relevance
SRC01	Malmqvist 2024	Medium	Medium

Revisit Triggers¶

Discovery of a Microsoft Research sycophancy survey paper; author provides citation