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LID-LIFT Research: metacognitive dynamics, dissonance-weighted memory protocols, and physics-grounded energy frameworks for autonomous agents by Igor Holt (@invariantx), part of Genesis Conductor. Includes peer-grade papers: 'Beyond Retry: A Metacognitive Dynamics Framework for Autonomous Agent Failure Recovery', 'Dissonance-Weighted Eviction: A Hybrid LRU Protocol for Long-Horizon Agent Memory', and 'The Landauer Context: A Physics-Grounded Energy Basis for Large Language Model Orchestration'.
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Research corpus and artifacts advancing Genesis Conductor agent reliability: metacognitive failure recovery frameworks, hybrid LRU memory eviction under dissonance, and Landauer-limit energy accounting for LLM orchestration. Includes MCP tool-dissonance v1.0.0 distribution and publishing automation. Foundational theory for OpenClaw skills and production MCP guardrails.
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