Repeated AI Use Compounds Errors, Requiring Human Oversight in High-Stakes Settings

AI outputs degrade as fabricated details and silent failures compound across repeated use; a proposed rule holds that human oversight is mandatory whenever the cost of a missed error exceeds the cost of reviewing it.

2026-09-02 ~ 2026-09-02 · 2 related posts

• AI fails silently and accumulates inaccuracies over time, unlike humans — gerardsans · 2026-09-02
• A practical rule for AI risk: if a missed mistake costs more than review, supervise — gerardsans · 2026-09-02