R0043/2026-04-01/Q002/SRC05

Research	R0043 — Sycophancy Vocabulary
Run	2026-04-01
Query	Q002
Search	S01
Result	S01-R05
Source	SRC05

IEEE 3119 AI procurement standard

Source

Field	Value
Title	Why Guidelines and Regulatory Compliance are Needed in AI Procurement
Publisher	IEEE Standards Association
Author(s)	IEEE SA
Date	2024-2025
URL	https://standards.ieee.org/beyond-standards/ai-procurement-guidelines-regulatory-compliance/
Type	Standards guidance

Summary

Dimension	Rating
Reliability	High
Relevance	Medium
Bias: Missing data	Low risk
Bias: Measurement	N/A
Bias: Selective reporting	Low risk
Bias: Randomization	N/A -- not an RCT
Bias: Protocol deviation	N/A -- not an RCT
Bias: COI/Funding	Low risk

Rationale

Dimension	Rationale
Reliability	IEEE is the premier engineering standards body
Relevance	Provides procurement framework for AI but without sycophancy-specific provisions
Bias flags	Standards organization; no commercial interest

Evidence Extracts

Evidence ID	Summary
SRC05-E01	IEEE 3119 procurement processes without sycophancy-specific provisions