R0044/2026-04-01/Q003/S02
WebSearch — Overreliance measurement connecting human factors and AI safety
Summary
| Field |
Value |
| Source/Database |
WebSearch |
| Query terms |
'"overreliance" "AI system" design requirements prevent reinforcing user assumptions healthcare financial military' |
| Filters |
None |
| Results returned |
10 |
| Results selected |
1 |
| Results rejected |
9 |
Selected Results
| Result |
Title |
URL |
Rationale |
| S02-R01 |
Measuring and mitigating overreliance (Ibrahim et al.) |
https://arxiv.org/html/2509.08010v1 |
Most comprehensive vocabulary bridging found — discusses automation bias, sycophancy, trust calibration in single framework |
Rejected Results
| Result |
Title |
URL |
Rationale |
| S02-R02 |
Various overreliance articles (9 results) |
Various |
Lumenova blog, Springer healthcare governance, Quanta Intelligence blog, Microsoft overreliance review, AI regulations overview, Springer overreliance encyclopedia, Cogent compliance overview, NCBI healthcare watchlist. None bridge both vocabularies explicitly. |
Notes
The Ibrahim et al. paper was the breakthrough find for Q003. It was surfaced by searching for "overreliance" as a bridging concept rather than searching directly for "automation bias + sycophancy."