emmanuelsemugga

...joined 11 days ago, and has -2 karma

submissions / comments / favourites

Building UICP — a deterministic constraint-enforcement pipeline for AI outputs. Cryptographic audit trail. Open to adversarial review. github.com/emmanuelsemugga-code/uicp-pipeline