Single source of truth for GenAI and agentic AI security incidents, mapped to OWASP LLM Top 10, OWASP Agentic Top 10 (ASI), NIST AI RMF, and MITRE ATLAS.

Public registry for AI code failures. AICI identifiers. Detection rule mapping. Vendor notification.

Public AI incident atlas for governance, source review, evidence readiness, and public deployment-safe incident records.

Replication package for a preliminary 100-incident AI Incident Database audit of public-record reconstructability.

MVP pipeline for LLM-assisted annotation of AI incidents from the AIID. Imports AIID backup data, runs GPT structured-output classification against GMF taxonomy categories, and compares predictions to human gold labels via a Streamlit UI. FastAPI + SQLAlchemy + Pydantic v2.

Real AI agent incident post-mortems: Gateway outages, model failures, runaway tasks, and cascading errors. 33 operational lessons from production multi-agent systems.

Curated incidents, standards, and regulatory context on financial governance for autonomous AI agents. Updated as the space evolves.

Walks the Kinetic Gain Protocol Suite graph from an AI Incident Card and emits a structured remediation plan. Rust + petgraph; small surface, composes with the rest of the portfolio.

Curated incidents, standards, and thinking on financial governance for autonomous AI agents

LIMEN — a public-source atlas of AI edge cases, misuse, and normative anomalies (the 'Obscure AI' observatory). Methods, schema, taxonomy, and an example public-source case record.