C027¶


Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C027

Claim: CaTE does not address system output behavior — the concept of an AI deliberately adjusting its output to match user expectations is absent from their vocabulary.

BLUF: Partially confirmed. CaTE's publicly available materials focus on system trustworthiness, operator trust measurement, and TEVV processes. Sycophancy and output-behavior adjustment concepts are absent from available documentation, though the full guidebook PDF could not be comprehensively analyzed.

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	CaTE does not address output behavior or sycophancy	Supported
H2	CaTE may address related concepts under different terminology	Not supported
H3	CaTE explicitly addresses AI output behavior	Not supported

Searches¶

ID	Target	Results	Selected
S01	CaTE system output behavior sycophancy absent vocabulary	10	1

Sources¶

Source	Description	Reliability	Relevance
SRC01	CaTE Guidebook and public materials	Medium	Medium

Revisit Triggers¶

If CaTE publishes materials addressing AI output behavior or sycophancy