R0057/2026-04-01/C028/H1

Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C028
Hypothesis	H1

Statement

CaTE explicitly uses a measure-and-inform paradigm

Status

Current: Plausible

Supporting Evidence

Evidence	Summary
SRC01-E01	CaTE emphasizes TEVV methodology, consistent with measurement-focused approach rather than constraint-based prevention

Contradicting Evidence

Evidence	Summary
—	No contradicting evidence found

Reasoning

CaTE emphasizes TEVV — testing, evaluating, verifying, and validating — which is fundamentally a measurement paradigm. The 'calibrated trust' concept implies measurement of appropriate trust levels rather than prevention of misuse. However, the 'measure and inform vs. constrain and prevent' framing is the article author's characterization.

Relationship to Other Hypotheses

H1 represents full accuracy. H2 allows for partial correctness. H3 is eliminated by the evidence.