Complete AI governance and LLM Evals platform with support for EU AI Act, ISO 42001, NIST AI RMF and 20+ more AI frameworks and regulations. Join our Discord channel: https://discord.com/invite/d3k3E4uEpR

Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI)

A beginner-friendly AI Governance & Risk Toolkit — risk register, governance templates, and audit-ready workflows for early-stage AI teams.

Mapping AI risks and possible solutions

Non-Human Identity Disclosure Standard for Healthcare Voice Workflows

Bug bounty report demonstrating prompt injection and command execution vulnerabilities in Meta AI's Instagram Group Chat

🛡️ Discover and analyze critical vulnerabilities in Meta AI's Instagram Group Chat, ensuring robust security through comprehensive testing and reporting.

Safe and secure use of AI in research projects

Control-plane architecture for AI & agentic systems: governance as admission control, decision admissibility, and audit-grade evidence.

Enterprise-grade governance and policy enforcement for agentic AI systems.

The [SEED] Foundry - The Startup Ethical Economic Design - Decision Matrix for Social Technology Founders

Public introduction to Culture Key — a human-first AI governance framework for systems approaching scale.

Framework S.H.A.D.E. — Scorecard locale et privacy-first pour diagnostiquer la Shadow AI.

Experimental framework for analyzing AI output behavior, hallucination risk and uncertainty before release

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

Formal research on Cognitive Side-Channel Extraction (CSCE) and AI semantic leakage vulnerabilities.

A prettified page for MIT's AI Risk Database

Academic GRC case — UAV AI risk assessment