genesis-conductor-lid-lift-research

LID-LIFT Research: metacognitive dynamics, dissonance-weighted memory protocols, and physics-grounded energy frameworks for auton…

igor-holt 1 updated 1mo ago

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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'. Features mcp-tool-dissonance Podman artifacts, Zenodo publishing scripts. Directly feeds OpenClaw skill design, thermodynamic verification, persistent state, and MCP tool guardrails in production agent systems.

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Repository: https://github.com/igor-holt/lid-lift-research

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