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poorjev: an open, local "System One" decision layer, typed LLM decisions with provably calibrated confidence (no API key)

TypeSafe's Jev named a real category (fast typed decisions instead of chat), but it's closed, hosted, and waitlisted. So I built an open, local take on the interface: https://github.com/rupeshpoojary9/poorjev The part I actually care about is calibrated confidence. Every LLM-in-JSON-mode hands you…

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  1. 2026-09-19 17:39 · r/learnmachinelearning
    poorjev: an open, local "System One" decision layer, typed LLM decisions with provably calibrated confidence (no API key)

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