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SPARK-NITT / ctgs-consumer-transparency-standard

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Spark-CTGS — If the system profits from your confusion, it’s already broken. Consumers aren’t the test bench. They’re the boundary. Consumer Transparency Governance Standard (v1.0

consumer-rights data-transparency regulatory-framework consumer-protection ctgs corporate-accountability governance-architecture governance-standard consumer-transparency ethical-disclosures transparency-policy information-ethics standards-development public-oversight market-fairness ethical-systems-design transparency-enforcement
  • Updated Feb 5, 2026
  • HTML

obinexus / polybuild-poc

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Revolutionary single-pass build orchestration framework that eliminates multi-pass compilation complexity through cost-based dependency resolution. Implements deterministic build workflows with mathematical guarantees, component isolation protocols, and governance-driven architecture management.

dependency-analysis build-automation distributed-builds dependency-resolution performance-optimization dependency-management cost-functions build-systems build-infrastructure component-isolation build-optimization build-orchestration single-pass-compilation deterministic-builds compilation-tools enterprise-builds governance-architecture compilation-optimization build-coordination linear-dependencies
  • Updated Jun 7, 2025
  • C

allisonhopetuthill-gif / Cathedral-Framework-v11.0

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Ethical AI governance framework for multi-model alignment, integrity, and enterprise oversight.

transparency ai-safety regtech risk-management interpretability cognitive-architecture alignment-strategies machine-ethics ai-alignment explainability responsible-ai human-centered-ai trustworthy-ai enterprise-ai auditability governance-engineering model-governance governance-architecture decision-architecture compliance-architecture
  • Updated Nov 18, 2025
  • Python

NoFlexBully / HCIP-Human-Machine-Classification-

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HCIP is a formal cognitive architecture for human–machine reasoning, built around the idea that meaning becomes richer, more stable, and more structurally coherent when interactions unfold across time with shared context.

ai-safety cognitive-architecture ai-alignment symbolic-systems contextual-ai research-framework semantic-reasoning meaning-making protocol-design human-ai-collaboration governance-architecture interaction-patterns long-form-reasoning temporal-recursion knowledge-structures
  • Updated Mar 10, 2026

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