Safety
Nice to see someone around here actually understand the technical details. (The vast majority of the attacks on me come from people who don’…
Nice to see someone around here actually understand the technical details. (The vast majority of the attacks on me come from people who don’t.) And the probabilistic next-token critics were correct ab
Nice to see someone around here actually understand the technical details. (The vast majority of the attacks on me come from people who don’t.) And the probabilistic next-token critics were correct abt raw LLMs. No amount of scale alone fixes compounding hallucinations on hard math. What does work: SFT on reasoning traces → RL (o1-style process reward models) → inference-time compute (MCTS-like) + executable tools. Moder…
Source: Gary Marcus (X) | 2026-07-21