Erlang-like supervisor trees

Information about CIGIE, CIGIE Shared Services, CIGIE on GitHub Enterprise Cloud, and onboarding instructions.

Field notes from GPTs (via Spark) on how to actually use AI in real projects: seeds, anti-drift, failure modes, Overwatch-style guardrails, and how to ask, structure, and avoid drift and confident nonsense.

Model Act for protecting federal continuity: requires agencies to define essential functions, set continuity floors, and run high-impact executive actions through a public impact statement and rapid independent review.

Open reference documentation for AI Governance, Risk, & Compliance. Contains a risk lexicon, audit interview guides, oversight reporting templates, maturity models — and much more, all inspired by ISO 42001 and other major AI regulatory standards.

StreetSignal (Ushahidi Platform fork) API version 3+. Many improvements and additional reporting features.

Research on human-in-the-loop architectures for safe and explainable AI. Includes the Learning-Free Regulator (LFR) concept.

Discerning Eye | Artificial Intelligence tailored for creating reports on topics on both important information and key information that you should be aware of.

omphalOS turns strategic trade-and-technology analyses into tamper-evident, "run packets" for inspector, counsel, and oversight review.

Data Analysis & Visuals for Nov 2022 School Bus Delay Hearing

A hierarchical AI safety architecture with asymmetric supervisory control.