R0044/2026-04-01/Q001/SRC06

Research	R0044 — Expanded Vocabulary Research
Run	2026-04-01
Query	Q001
Search	S03
Result	S03-R03
Source	SRC06

FAA Roadmap for AI Safety Assurance / EASA AI Certification Framework

Source

Field	Value
Title	FAA Roadmap for Artificial Intelligence Safety Assurance / EASA AI Certification Levels
Publisher	Federal Aviation Administration / European Union Aviation Safety Agency
Author(s)	FAA / EASA
Date	2024-2025
URL	https://www.faa.gov/aircraft/air_cert/step/roadmap_for_AI_safety_assurance
Type	Government standard / Certification framework

Summary

Dimension	Rating
Reliability	High
Relevance	Medium
Bias: Missing data	Some concerns
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	FAA and EASA are the primary aviation safety regulators for the US and EU respectively. Highest institutional authority for aviation AI requirements.
Relevance	Addresses AI certification in aviation, including trust, overreliance, and automation bias as considerations — but focuses on certification processes and testing, not on constraining AI output behavior.
Bias flags	Missing data concern: Aviation AI certification is still emerging; guidance may be incomplete.

Evidence Extracts

Evidence ID	Summary
SRC06-E01	Aviation regulators identify automation bias as a consideration but address it through certification and human-AI teaming, not output constraints