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owasp-agentic-ai

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ISE_simulator

Myr-Aya / ISE_simulator

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Simulation code for Ambiguity-Bearing Outputs (ABO) across Interconnected Systems Environment (ISE). Validates Inter-Systems Coherence & Integrity Layer (ISCIL) containment architecture. Paper: Ayada (2026).

ai-safety ai-risk cascading-failures ai-observability ai-governance interconnected-systems impedance-mismatch ai-interface semantic-drift semantic-coherence ambiguity-bearing-outputs silent-failures owasp-agentic-ai
  • Updated Mar 26, 2026
  • Python

ashutoshrana / voice-ai-governance

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Compliance enforcement middleware for voice AI pipelines: warm transfer state management, PII scrubbing, confidence-gated escalation, and HIPAA/FERPA/EU AI Act enforcement for Pipecat, LiveKit, and Twilio deployments.

python twilio compliance hipaa contact-center ai-safety escalation ferpa voice-ai voice-agent pipecat enterprise-ai llm-agents eu-ai-act pipecat-ai regulated-industries confidence-gating pii-scrubbing owasp-agentic-ai warm-transfer
  • Updated Apr 27, 2026
  • Python

ashutoshrana / confidence-escalation

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Framework-agnostic confidence-gated escalation middleware for LLM agents: multi-signal scoring (logprob, verbalized, tool risk), threshold policies, and escalation handlers for LangChain, CrewAI, AutoGen, and Google ADK.

python ai-safety escalation autogen llm ai-governance langchain enterprise-ai llm-agents crewai eu-ai-act google-adk confidence-scoring human-in-loop regulated-industries owasp-agentic-ai agent-middleware multi-signal threshold-policy logprob
  • Updated Apr 27, 2026
  • Python

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