Gentle Intelligence
Intelligence that includes the people and information left behind — not just accuracy and efficiency.
RESEARCH & IDEAS
Giving names to problems that have none yet.
A hub of concepts forged between research and practice. Each one connects to speaking, training, research, or development.
Humane AI
A design philosophy for AI that supports human possibility, autonomy, and dignity.
Understanding in the AI Era
Using AI while remaining the author of your own judgment and understanding.
Requirements Engineering for AI Agents
Designing the roles, authority, stopping rules, and accountability of autonomous AI.
Informational Health
Evaluating information environments by their omissions and biases, not just volume and accuracy.
AI and AI Agent Evaluation Systems
A framework for evaluating not only task completion, but how AI reaches its decisions.
Personal AI
A personal AI that is neither fully other nor fully self — it accompanies.
Automorphic Engineering
Engineering systems that keep changing their structure and roles — while users keep authorship of the change.
Automorphic Development
A development method where humans, AI, and roles keep shifting — built for the generative era.
AI-Driven Development
A product-development manifesto for the generative-AI era, spanning workflow and team structure.
Concepts change the world only when they are used.
If one of these speaks to you, let’s build a talk, a program, a study, or a system around it.