Start Here
A short guide to this working library.
This site collects essays, briefs, maps, and practical tools on generative AI, governance, philosophy, cybersecurity, and human judgment. There is no required path through the material. The routes below are simply useful ways to enter the collection.
What This Site Is
This is a public working library. I use it to sharpen and connect my own thinking, especially around questions that sit between technology, governance, language, institutional practice, and human judgment.
Some pieces are longer essays. Some are shorter briefs. Some are practical frameworks or tools. The common thread is an attempt to make generative AI more intelligible and more governable without pretending that every question has a clean or final answer.
Suggested Paths
For AI, philosophy, and the core framework
Start with Philosophy, Cognitive Science, and Policy for the four philosophical lenses, then read The Human Lesson for questions about human judgment, experience, and responsibility.
For AI governance and organizational use
For a governance practitioner, start with Old Tools, New Eyes for organizational adoption questions. Use Leading Through Alignment and the CAIO Enterprise Rollout Planner when defining an AI leadership role and planning its rollout.
- Old Tools, New Eyes
- AI Adoption is Mostly “The Shock of the Old”
- Leading Through Alignment
- CAIO Enterprise Rollout Planner
- A Constitution for a Chatbot
For practical tools
Start with the CONTEXT Prompt Framework Guide to structure a prompt, the AI Use Discipline Kit to review outputs, or Automate the Repeatable, Own the Judgment to decide what to automate and what needs human judgment.
- CONTEXT Prompt Framework Guide
- AI Use Discipline Kit
- Automate the Repeatable, Own the Judgment
- Custom Instructions for GPT Assistants
For learning, attention, and the human remainder
Use this path if you are interested in what AI-supported learning may obscure, accelerate, or leave untouched.
For exploratory prototypes and lab notes
Use this path if you want to see a working prototype or public experiment rather than a finished paper, brief, or tool.
How to Use the Material
- Browse by question. Start with the path closest to the problem you are thinking about.
- Use the PDFs as working versions. Many items are living documents and may change over time.
- Use the tools experimentally. The frameworks are meant to support clearer thinking and better review, not replace judgment.
- Follow the site notes. The notes page records recent additions, revisions, and housekeeping changes.
Where to Go Next
If you are unsure where to begin, start with the core framework for the conceptual foundation, the AI & Governance Stack for a map of the site, or the Tools section if you want something immediately usable. For exploratory work, use the Lab Notes & Prototypes section.
Start with the core framework Download the Stack Map Return to homepage