S03¶


Research	R0044 — Expanded Vocabulary Research
Run	2026-03-29
Query	Q001
Search	S03

WebSearch — FAA aviation AI automation bias system design requirements

Summary¶

Field	Value
Source/Database	WebSearch
Query terms	FAA aviation AI "automation bias" system design requirements prevent "confirmation bias amplification"
Filters	None
Results returned	10
Results selected	2
Results rejected	8

Selected Results¶

Result	Title	URL	Rationale
S03-R01	FAA Safety Framework for Aircraft Automation (Sept 2025)	https://www.faa.gov/aircraft/air_cert/step/safety_framework_aircraft_automation	Primary FAA framework addressing automation bias in system design
S03-R02	FAA Human Factors Design Standard Ch3: Automation	https://hf.tc.faa.gov/hfds/download-hfds/hfds_pdfs/Ch3_Automation.pdf	FAA human factors guidance on automation bias suppression

Rejected Results¶

Result	Title	URL	Rationale
S03-R03	FAA AI Safety Assurance Roadmap	https://www.faa.gov/media/82891	Roadmap-level document, not specific requirements
S03-R04	FAA Technical Discipline: AI-ML	https://www.faa.gov/aircraft/air_cert/step/disciplines/artificial_intelligence	Certification discipline overview
S03-R05	FAA GenAI Tools Notice	https://www.faa.gov/documentLibrary/media/Notice/N_1370.51_Generative_AI_Tools_and_Services.pdf	Internal FAA use of GenAI, not aircraft automation
S03-R06	Georgetown CSET: Governing AI with Existing Authorities	https://cset.georgetown.edu/wp-content/uploads/CSET-Governing-AI-with-Existing-Authorities.pdf	Policy analysis, not specific requirements
S03-R07	Military Aerospace: FAA AI Roadmap article	https://www.militaryaerospace.com/commercial-aerospace/article/55133130/faa-lays-out-roadmap-for-ai-safety-in-aircraft	News coverage of roadmap
S03-R08	FAA Intro to Aeronautical Information	https://www.faa.gov/air_traffic/flight_info/aimm/intro_to_ai	Aeronautical Information, not Artificial Intelligence
S03-R09	FAA Roadmap REDAC Presentation	https://www.faa.gov/about/office_org/headquarters_offices/ang/redac/REDAC_508.06_Fall_2024_FAA_Roadmap_on_AI_Safety_09042024	Presentation slides, not substantive framework
S03-R10	JDA Solutions: FAA Roadmap analysis	https://jdasolutions.aero/blog/faas-roadmap-for-the-unknowable-ai-future/	Industry commentary

Notes¶

Aviation has the most mature automation bias prevention approach among the four sectors, reflecting decades of cockpit automation experience. The FAA's equal-salience information presentation requirement is the most specific system design constraint found. The term "confirmation bias amplification" was not found in any aviation source.