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LiveUpdated 2026-09-19 18:08 UTC

SITUATION EXPLAINED: "Models have been superhuman at chat for years, so where is all the…

SITUATION EXPLAINED: "Models have been superhuman at chat for years, so where is all the automation?" • Diogo Almeida…

This is a AI post classified by Jev as Frontier models (a launch), kept by the AI Radar because it carries real work, not commentary.

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 runs 20 to 200x faster and 40 to 400x cheaper than an LLM, at $0.042 per million input tokens with o

Posted by MTS (508.6k followers) 2 days ago · 9 likes · 10.4k views · view the original post on X. Kept by the AI Radar as Frontier models.

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Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 27.2k posts from 4.8k X accounts over the last 14 days, 1.2k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:08 UTC. Full method.