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R0043/2026-04-01/Q001/SRC08

Research R0043 — Sycophancy Vocabulary
Run 2026-04-01
Query Q001
Search S04
Result S04-R02
Source SRC08

Aviation human factors research on human-AI teaming terminology

Source

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

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; MDPI is open-access but peer-reviewed
Relevance Directly addresses the inadequacy of current terminology for human-AI interaction
Bias flags Academic research; no commercial interest

Evidence Extracts

Evidence ID Summary
SRC08-E01 Aviation terminology including the four-category taxonomy (use, misuse, disuse, abuse) and the argument that existing terms are inadequate for AI