Why AI Systems Fail: Hindsight Bias
Governance & ControlWhen AI systems fail, the explanation usually sounds reasonable in retrospect. The data looked good. The model performed well historically.
When AI systems fail, the explanation usually sounds reasonable in retrospect. The data looked good. The model performed well historically.
As AI systems become more capable, a subtle but dangerous shift is happening. Decisions that once required explicit human judgment