Data ownership
Getting the benefits of AI without handing your data to someone else.
5 essays, newest first
- Share the Answer, Not the Data In the MCP era your agent negotiates with banks, employers, and hospitals on your behalf. Federated principles decide what it may carry: the answer travels, the data stays home.
- Sovereign Agents In the agent era, sovereignty stops being about databases and starts being about agency: whose model your agent runs on, whose credentials it carries, and whose instructions it follows. Europe has one of the three already. Here is the whole map.
- $1M for Americans, $1,200 for You. They Called It Good. A flagship AI policy scenario routes the wealth of the whole planet back to one country, pays its citizens a million dollars a year for being born there, and hands everyone else $1,200. It is intelligence colonialism, and its authors call it the good plan.
- Europe Is Running on Rented Intelligence Beijing is moving to wall off its best AI models. The open era is closing, and Europe's real choice is now to build its own intelligence or keep renting its sovereignty.
- Perspective AI A blueprint for an AI marketplace where data stays owned, models stay diverse, and no single company holds the off switch. Federated intelligence, by design.
