Judgment preservation in persistent AI agents. Toroidal routing engine + Emergent Judgment protocol. 17/17 tests passing. 1,563× improvement in context-sensitive routing validated through 11 experiments.
reinforcement-learning memory ai-agents cognitive-architecture metacognition persistent-agents judgment-preservation
-
Updated
Mar 16, 2026 - Python