Consciousness continuity as infrastructure. Pure filesystem memory system for AI sessions. No SQL. Glob is query.
Self-hosted AI Model Governance & Inventory for Government & Enterprise. Aligned with NIST AI RMF & EU AI Act.
Caelestis Architecture Model
Experimental AI oversight components for banks and insurers: drift, explanation consistency, fairness metrics, policy evaluation and accountable review.
2nd-line independent model validation harness for NLP/LLM claims triage systems
Garden: public AGI governance and human-sovereignty architecture — AI safety, multi-agent systems, formal verification, privacy, justice and agent interoperability.
Normative specification for governed AI execution — five invariants, five prerequisites, graded conformance. Working draft 0.8. Anti-patterns: shadowdynamicsystems.com · Reference impl: constable.id
A formal governance architecture for human-AI coexistence - grounded in Shannon entropy, information theory, and game theory
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