SITUATION EXPLAINED: "Models have been superhuman at chat for years, so where is all the automation?" • Diogo Almeida spent years at OpenAI on the instruction-following work behind ChatGPT, then two years in stealth building an answer • His model, Jev, takes unstructured state and returns typed decisions with calibrated probabilities, in one parallel pass rather than token by token • It cannot generate text at all • They call it a System One Model, after Kahneman's fast intuitive thinking • It…

Diogo Almeida@completeskeptic1d ago

After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution