The central argument
What this book is trying to do
A rigorous foundation for understanding modern AI and designing human–AI systems around data quality, retrieval, grounding, agents, infrastructure, evaluation, governance, permissions, and control.
Who it is for: Independent learners, educators, professional-development programs, and readers who want a structured mastery curriculum with evidence and transfer.
Key ideas
Questions and concepts carried through the work
- AI systems
- Data
- Judgment
- Collaboration
Author platform
Use the book as an entry point
The 2.0 site connects books to speaking, essays, frameworks, and adjacent titles rather than treating each publication as an isolated product.



