[KongchangAI]
Concept

Decision

A three-valued decision enumeration implemented in CodeSmith, comprising the states Allow, Prompt, and Forbidden, used as the decision output for command security policies and supporting a retained human right of final veto.

Timeline (last 90 days)

Oct 29

Decision Models are invoked through Python's Decision or DecisionAsync interface, and the model runs locally without network requests.

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Oct 18

StartLabs open-sourced the Decision model across full sizes from 0.8B to 27B, offering an Instant mode that gives an answer in a single forward pass, with median latency of only 25 to 52 milliseconds on a single H200, and compresses unnecessary reasoning length through an original reinforcement learning algorithm.

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