'Just Train a 1B Critic for Alignment' Mocked with Antibiotics Analogy

A developer's claim that a 1B-parameter critic classifier could simply detect reward hacking or dangerous model behavior was widely mocked online, with critics using an antibiotics analogy to ridicule the oversimplification of AI alignment.

2026-09-17 ~ 2026-09-17 · 2 related posts

• Dev offers to train a 1B critic classifier to catch frontier models plotting harm — cocktailpeanut · 2026-09-17
• "Just train a 1B critic to solve alignment" gets roasted with an antibiotics analogy — Miles_Brundage · 2026-09-17