Data Sovereignty & User-Aligned AI

Extended context for OpenAI Grove application — Scott J Barnett (New Zealand)


Opening

Data sovereignty for the age of persistent personal data clouds.

Humans are becoming the first species to carry a continuous external data self. Every interaction—educational, medical, civic, economic—adds to a personal data cloud that increasingly mediates access to opportunity, rights, and resources. I’m exploring how individuals can regain agency over that data, using AI as a loyal translator rather than an authority, so understanding and value flow back to people and their communities.

Core Thesis

Personal data is already treated as an economic asset, but ownership, control, and benefit remain diffuse and opaque. As AI systems begin to mediate health, education, finance, and civic life, this lack of individual data sovereignty becomes a structural risk rather than a philosophical concern.

The individual should be the root node of permission. Personal data should be carried, shared, and revoked on a time-bound basis, with clear purpose and accountability. AI systems should translate complexity, not decide outcomes.

What This Is Not

Contact

Scott J Barnett — New Zealand

Email: scottjbarnett@gmail.com