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TypeSafe CEO Jev on reliable System One Models beyond chat-first AI

Original titleJev and the System One Model: RLCD, intelligence/$, reliable AI, & the end of chat-first AI https://www.latent.space/p/jev

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TypeSafe CEO Jev argues AI can solve extremely hard problems yet still fail at basic automation, so his company builds reliable decision-making models inside software rather than chat interfaces.

He says the company rejects public benchmarks and API-layer refusals, and that data and task fit matter more than brute-force compute.

He also says System One Models could reshape coding agents and software, and that he would not pre-train a model from scratch even with $1 billion.

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