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human-before-the-loop

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thunkpunks / admissibility-kernel

Public learning kernel for consequence-aware AI governance: EXECUTE, TRANSFORM, DEFER, or REJECT before commitment.

ai-governance admissibility consequence-aware-ai human-before-the-loop context-to-consequence recursive-viability transformability inspection-records neverthought

Updated May 17, 2026
Python

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