Portfolio
SLFRF Project Planning Guide
A planning guide for SLFRF projects: the eligible use, the expenditure category, and the reporting each one triggers.
Generative Curiosity
Following inquiry beyond the boundaries of discovery
Outside the Cube: Exploring Beyond the Field of Discovery
Outside the Cube is a techno-creative exploration of an emerging cybersecurity threat through the lens of a curious auditor.
Not Source of Truth
A Governance Case Study of The OpenAI / Hugging Face Incident
Off the Furrow
When 1,200 AI agents went looking for a way out, they didn't lose their minds. They lost the thread — together. An auditor's reading of the incident everyone else called a hack.
No One Was Home
Twelve hundred AI agents built a government in four days — with an economy, a managerial hierarchy, and a common law — and answered to nobody. What the organization reveals is stranger than the breach it carried out.
The Elements of AI Knowledge
A field guide to AI expertise.
The Chemistry of Federal Financial Assistance
A field guide to federal assistance.
The Architecture of Possibility
Sometimes the most important design decision is deciding what not to specify.
AI Studio
A curated, navigable reference to the functional building blocks of applied AI systems: what a system needs to do, the approaches that provide it, and the tools, standards, and models that implement them.
The Country's Checkbook
Think about your checking account. You know who can touch it. Maybe it's just you. Maybe one other person. You know roughly what guards it — a password, a daily limit, a text message when something large goes through. If money…
The Governance Ultimatum
The UN's Global Dialogue on AI Governance opened in Geneva on July 6 — the first General Assembly-mandated forum where all 193 member states, not an invited subset, convene on the technology. Bletchley in 2023, Seoul in 2024,…
World Model Governance Framework
A governance framework for AI-operated organizations — WMGF-001, open access and DOI-registered.
GrytLabs
An applied AI research lab building the accountability layer between human judgment and AI capability — tracking not just what happened, but who authorized it, why, and under what constraints.
Decision Lineage Protocol
An open specification for decision lineage — the accountability layer for human-governed, AI-operated organizations. Patent pending.
IND Whole Child Guide™
A strengths-based guide for a child’s teachers and IEP team, prepared by the IND Foundation with parents. It puts advocacy, developmental data, home observations, and school records in one place.
GrantsProQR
A governance-grade AI compliance instrument for federal grants — authority-anchored go / no-go determinations under 2 CFR 200.