Failure Modes in AI‑Assisted Policy and Health Analytics
This chapter identifies subtle risks in AI‑assisted analytical work.
Key failure modes
- Fluency masking uncertainty
- Framing lock‑in
- False balance
- Invisible assumptions
- Diffusion of responsibility
Mitigation
Each failure mode requires deliberate review, evidence anchoring, and clear authorship.