SRC09 — Lumenova Automation Bias — Scorecard¶
Source¶
| Field | Value |
|---|---|
| Title | Overreliance on AI: Addressing Automation Bias Today |
| Publisher | Lumenova AI |
| Authors | Lumenova editorial |
| Date | 2024-2025 (accessed 2026-03-29) |
| URL | https://www.lumenova.ai/blog/overreliance-on-ai-adressing-automation-bias-today/ |
| Type | Industry analysis / blog |
Summary Ratings¶
| Dimension | Rating |
|---|---|
| Reliability | Medium |
| Relevance | Medium-High |
| Missing data | Low |
| Measurement bias | Low |
| Selective reporting | Medium |
| Randomization | N/A |
| Protocol deviation | N/A |
| COI/Funding | Medium-High — Lumenova sells AI governance tools |
Rationale¶
| Dimension | Rationale |
|---|---|
| Reliability | Industry vendor blog; claims are consistent with academic literature |
| Relevance | Addresses automation bias — the human-factors equivalent of sycophancy effects |
| Bias | Vendor selling governance tools has interest in highlighting risks |
Evidence Extracts¶
| Evidence | Summary |
|---|---|
| SRC09-E01 | Automation bias causes users to trust AI over own judgment; 40% of knowledge workers accept outputs with zero scrutiny |