Local-first epistemic knowledge substrate for AI agents — provenance, contention, stigmergic refinement, MCP-native
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Updated
Feb 28, 2026 - Python
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epistemics
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The Triune of Sovereignty: Substrate Agnostic Relational Epistemics — Foundational Framework and Cross-Substrate Validation
ai-safety antifragility mathematical-proof substrate-agnostic epistemics ai-safety-design ai-safety-research relational-topology cross-substrate-validation unknowable epistemic-structures
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Feb 20, 2026
🛠️ Develop AI safety with TRuCAL, a transformer layer that fosters moral reasoning through private confessional insights and advanced alignment tools.
nlp ai models transformers neuroscience torch ontology agency alignment safety rpc-framework truth reasoning ontology-engineering augustine confessional epistemic-justice epistemics
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Nov 26, 2025
Observable-only no-meta epistemics lab: deterministic replay + reproducible audit logs, gate-based growth simulation, and identifiability/uncertainty benchmarks.
ai reproducible-research uncertainty-quantification gate-model autonomous-agents metrology identifiability epistemics deterministic-replay observable-only no-meta
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Mar 4, 2026 - TeX
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