R0041/2026-03-28/Q002/SRC05

Research	R0041 — Enterprise Sycophancy
Run	2026-03-28
Query	Q002
Search	S05
Result	S05-R01
Source	SRC05

FAA Roadmap for Artificial Intelligence Safety Assurance — aviation AI certification framework.

Source

Field	Value
Title	Roadmap for Artificial Intelligence Safety Assurance Version I
Publisher	Federal Aviation Administration
Author(s)	FAA
Date	2024
URL	https://www.faa.gov/aircraft/air_cert/step/roadmap_for_AI_safety_assurance
Type	Government regulatory 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	Official FAA regulatory document. Authoritative for aviation AI safety requirements.
Relevance	Addresses AI safety in aviation but does not specifically address sycophancy. Relevant as a null finding — aviation's most safety-critical AI framework does not mention sycophancy.
Bias flags	Government document with no commercial bias.

Evidence Extracts

Evidence ID	Summary
SRC05-E01	FAA AI safety framework focuses on human-AI responsibility delineation, not sycophancy specifically