adaptive-decoding

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Khomyakov-Vladimir / llm-context-window-governance

Phase-aware context window governance framework for Large Language Models (LLMs). Provides invariant context length caps, entropy-based stability control, and probabilistic guarantees against degraded (fragmentation) states for production LLM systems.

entropy latency dynamical-systems control-theory lyapunov cpl large-language-models llm context-window context-management llm-context adaptive-decoding cognitive-phase-law model-stability

Updated Mar 29, 2026
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