R0048/2026-04-01/Q002/S02¶
WebSearch — Automation bias and overtrust in corporate AI training
Summary¶
| Field | Value |
|---|---|
| Source/Database | WebSearch |
| Query terms | automation bias overtrust AI training corporate employees overreliance AI systems |
| Filters | None |
| Results returned | 10 |
| Results selected | 2 |
| Results rejected | 8 |
Selected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S02-R01 | Lumenova — Addressing Automation Bias | https://www.lumenova.ai/blog/overreliance-on-ai-adressing-automation-bias-today/ | Documents Microsoft/IBM training approaches to automation bias |
| S02-R02 | NHS AI Education Framework | (cross-referenced from Q001 S03-R04) | Only framework explicitly naming automation bias |
Rejected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S02-R03 | Springer — Automation bias review | https://link.springer.com/article/10.1007/s00146-025-02422-7 | Academic review, not training content |
| S02-R04 | TechTarget — What is Automation Bias | https://www.techtarget.com/searchitoperations/definition/What-is-automation-bias | Definition article, not training analysis |
| S02-R05 | Springer — Addressing Overreliance | https://link.springer.com/rwe/10.1007/978-981-97-8440-0_98-1 | Academic, not training content |
| S02-R06 | EIMT — Automation Bias in Security | https://www.eimt.edu.eu/what-is-automation-bias-in-ai-security | Security-specific, not general training |
| S02-R07 | ScienceDirect — Trust and Reliance | https://www.sciencedirect.com/science/article/pii/S0747563224002206 | Experimental study, not training program |
| S02-R08 | Northvert — AI Overreliance | https://www.northvert.com/post/the-problem-with-ai-overreliance-risks-challenges-and-how-to-balance-human-judgment | Blog analysis, not training content |
| S02-R09 | arXiv — Measuring Overreliance | https://arxiv.org/html/2509.08010v1 | Research paper, not training program |
| S02-R10 | Taylor & Francis — Trusting AI | https://www.tandfonline.com/doi/full/10.1080/10447318.2023.2301250 | Academic study, not training content |
Notes¶
Academic research on automation bias is extensive. Corporate training examples are scarce. Microsoft and IBM are the only companies identified with specific automation-bias-adjacent training content.