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R0055/2026-04-01/C014

Research R0055 — RLHF Yes-Men Claims
Run 2026-04-01
Claim C014

Claim: A search of 29 sources across corporate training providers, consulting firms, government agencies, regulatory frameworks, law firm policy templates, and UX research organizations found zero warnings about sycophancy under any terminology

BLUF: Cannot independently verify. This claim describes the author's own research methodology and findings. The claim is about the absence of sycophancy warnings in specific sources the author searched. Independent verification would require replicating the same 29-source search, which was not feasible in this research run. The claim is plausible given that sycophancy awareness is recent and corporate training typically lags research.

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


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 Inconclusive
H2 Claim is partially correct or correct with caveats Supported
H3 Claim is materially wrong Eliminated

Searches

ID Target Results Selected
S01 corporate AI training sycophancy warning enterpris 10 1

Sources

Source Description Reliability Relevance
SRC01 Author's reported search Medium High

Revisit Triggers

  • Any corporate training provider adding sycophancy/automation bias warnings to AI curricula