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Decision models, in depth.

Articles on System One decision models — how they differ from LLMs, the Laya and Jev architectures, calibration, and publishing to the registry.

Every System One model, compared

Fifteen model families have appeared in ten days, from a closed hosted API to a 2.8 MB form-filler. What each one decides, what it costs to run, and what its makers actually measured.

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CLM, explained — decisions as a contrastive lookup

Contrastive Language Models do not classify. They embed the state and every candidate action and pick by similarity, which is why a decision can cost 28 milliseconds and why the heads are 75 MB.

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