Contrarian take on ‘assumption debt’ in AI product building, the silent killer that optimizes for the wrong objective
Assumption Debt: The Silent Killer of AI Products Most AI products don’t fail because the model was bad. They fail because the team spent six months optimizing for the wrong thing, and by the time anyone noticed, the cost of changing course felt unbearable. I’ve watched this happen repeatedly, and I’ve done it myself. The…