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hunch: Fast CPU Decisions from a Teacher Model

AI TOOLS/ 2026-10-31 / ★ 293 · Python / https://github.com/undrgrnd-labs/hunch

hunch: Fast CPU Decisions from a Teacher Model

A system-one proxy that uses embeddings to distill a larger teacher model into something quick and efficient.

A small server that answers questions like "did this tool call fail?" on a CPU, in about 20 ms, no GPU. It learns from a slower teacher model, then takes over. A cheap check layer for agent traces and logs.

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