C019 — Assessment¶


Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C019

BLUF¶

Confirmed. No evidence found in government procurement databases, FAR, DFARS, or enterprise deployment specifications of sycophancy reduction as a stated requirement. The EU AI Act addresses automation bias awareness but not sycophancy reduction as a deployment requirement.

Probability¶

Rating: Very likely (80-95%)

Confidence in assessment: Medium

Confidence rationale: Negative claims cannot be definitively proven. The search was comprehensive but could not cover all government procurement globally.

Reasoning Chain¶

Search of government procurement databases, FAR, DFARS, and enterprise AI deployment specifications found no mention of sycophancy reduction as a requirement. The EU AI Act addresses automation bias awareness (Article 14) but frames it as a deployer awareness obligation, not a system requirement. [SRC01-E01, Medium reliability, Medium relevance]
JUDGMENT: Confirmed. No evidence found in government procurement databases, FAR, DFARS, or enterprise deployment specifications of sycophancy reduction as a stated requirement. The EU AI Act addresses automation bias awareness but not sycophancy reduction as a deployment requirement.

Evidence Base Summary¶

Source	Description	Reliability	Relevance	Key Finding
SRC01	Government procurement and enterprise deployment requirements search	Medium	Medium	No sycophancy reduction requirement found in any government or enterprise deployment specification

Collection Synthesis¶

Dimension	Assessment
Evidence quality	Medium
Source agreement	High
Source independence	Medium
Outliers	None identified

Detail¶

The evidence supports the assessment. Negative claims cannot be definitively proven. The search was comprehensive but could not cover all government procurement globally.

Gaps¶

Missing Evidence	Impact on Assessment
Additional independent verification	Would strengthen confidence

Researcher Bias Check¶

Declared biases: Anti-sycophancy bias could influence interpretation toward confirming sycophancy claims.

Influence assessment: Mitigated by reliance on peer-reviewed and primary sources.

Cross-References¶

Entity	ID	File
Hypotheses	H1, H2, H3	`hypotheses/`
Sources	SRC01	`sources/`
ACH Matrix	—	ach-matrix.md
Self-Audit	—	self-audit.md