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R0043/2026-03-28/Q001/SRC08

Research R0043 — Sycophancy Vocabulary
Run 2026-03-28
Query Q001
Search S04
Result S04-R04
Source SRC08

Aviation human factors — automation complacency and the need for updated AI terminology

Source

Field Value
Title Human Factors Requirements for Human-AI Teaming in Aviation
Publisher MDPI Aerospace
Author(s) Various
Date 2025
URL https://www.mdpi.com/2673-7590/5/2/42
Type Research paper (peer-reviewed)

Summary

Dimension Rating
Reliability Medium-High
Relevance High
Bias: Missing data Low risk
Bias: Measurement Low risk
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 Peer-reviewed journal article in aviation human factors
Relevance Explicitly identifies that existing aviation terms like "complacency" and "over-trust" need updating for AI
Bias flags No significant concerns

Evidence Extracts

Evidence ID Summary
SRC08-E01 Aviation acknowledges existing terminology is insufficient for AI-specific interactions