How to Actually Understand AI/ML Problems

(A Mental Model Beyond “Loss Went Down”) You’ve seen the pattern: The post‑mortem blames After some time of debugging these failures, most ML problems are not statistics problems. dynamical systems problems. And once you see them that way, The Core Idea A training loop — with its batches, epochs, di