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transparency-logs

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lisakkraus / Luri_Lite

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A shows bottlenecks in human only workflows while B is for agentic and HITL workflows to ensure accountability and to prevent automation bias

dashboards transparency governance accountability human-in-the-loop bottlenecks ip-protection ai-governance-model agentic-workflow ai-architecture ai-transparency riskmitigation ai-accountability processoptimization ai-architecture-compliance deterministic-ai transparency-logs deterministic-guardrails automation-bias
  • Updated Apr 15, 2026

veritaschain / cap-safe-refusal-provenance

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Proof-of-concept demonstrating cryptographically verifiable AI generation refusals. This repository shows how unsafe or illegal generations can be proven to have never occurred, using hash chains, signatures, and auditable evidence packs.

ietf ai-safety accountability ai-regulation ai-governance scitt cryptographic-audit ai-auditability transparency-logs refusal-provenance non-generation-proof oss-proof-of-concept
  • Updated Jan 13, 2026
  • Python

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