Will OpenAI Eat Jev's Lunch? arcturus-labs.com ↗

John Berryman on TypeSafe’s Jev, a classifier built from an LLM’s logprobs rather than generated text: neat, but OpenAI already uses models as implicit classifiers via tool-calling and could fold the trick in. TypeSafe’s real moat, per a cofounder, is training on synthetic data.