Notes & essays
Writing.
Field notes on building companies, shipping technology and the messy human bits in between. No newsletter pop-ups — just text that respects your time.
Leave the Cell: Rewire the Future
Why millions stay trapped in ChatGPT out of habit, how competitors build superior models, and how platforms like Grok Bot and Manus return agency to users.
System One Next to the LLM: First Week in a Procurement Assistant
What happens when you put a fast, calibrated System One model next to an LLM planner in a public procurement assistant: latency, costs, and early insights from live use.
A Citation Is Not a Deployment
Agentic government is a design problem about delegation and trust, not a claim that any one national system already runs autonomous agents with administrative authority.
What is Agentic Government?
Agentic government is not a state run by autonomous models, but an architectural and governance pattern for bounded, accountable public services. Here is what it means for delegation, legal authority, the EU AI Act, and security.
Technology Does Not Create Public Value: A Technical Blueprint for Agentic Government
Technology itself does not create new value. Public value appears only when we redesign processes and build the legal framework to carry the change. If there is a real need and real readiness, agents can become a bounded, accountable layer between citizens and the state. Here is the architecture.