causal-attribution

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smq9sn5jck-coder / causallayer-mcp

🔐 Deterministic AI liability attribution engine. MCP server that generates cryptographically-signed CausalCertificates for AI incident forensics. EU AI Act Art.12 compliant.

bitcoin mcp ed25519 compliance deterministic ai-safety cloudflare-workers responsible-ai insurtech ai-risk legal-tech ai-governance eu-ai-act model-context-protocol ai-audit ai-liability causal-attribution eu-ai-liability-directive

Updated Aug 1, 2026
TypeScript

Ashar086 / counterfactual-communication-attribution

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Counterfactual attribution for multi-agent LLM failures - find which message broke the system, not which agent.

causal-inference multi-agent-systems autogen counterfactual-reasoning llm-agents langgraph swe-bench causal-attribution

Updated Aug 12, 2026
Python

omar07ibrahim / witnessgap

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Know when an agent trace cannot justify a cause.

python reproducible-research uncertainty-quantification identifiability llm-evaluation agent-evaluation causal-attribution

Updated Aug 8, 2026
Python

ZYH30 / Target-Ancestral-Causal-Boosting

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Code and frozen experiment artifacts for target-ancestral causal discovery and deconfounded mechanical attribution.

causal-inference causal-discovery mechanical-systems kolmogorov-arnold-network causal-attribution

Updated Aug 10, 2026
Python

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