aievolutionpl

Prompt-only ChatGPT adapter for multi-hypothesis intent, strict scope, permission-aware initiative, evidence-scoped claims, and conservative learning.

Portable reasoning layer for agents that reconstructs intent, takes permission-aware initiative, verifies claims, and learns conservatively. Pair with the reference runtime for enforceable state and policy.