Peter Novota

Solving Specification Drift and Contextual Degradation via a Tri-Stream Cognitive Architecture with Non-Lossy Canonical Synthesis in Autonomous AI Agents

Long-running conversational AI agents and assistive development models inevitably succumb to contextual degradation, specification drift, and sycophantic decay. Standard Retrieval-Augmented Generation (RAG) paradigms treat dialogue turns, human identity, and technical parameters...