Technology governance for an intelligent world
We work at the interfaces where memory, values, technology and accountability meet. Our focus is not resisting intelligent systems, but ensuring they remain accountable to the people who depend on them.
Personal digital sovereignty
Memory, identity and digital continuity should not disappear when a person changes AI provider. We are exploring a neutral continuity layer: one personal source of truth, many intelligences.
Intelligent systems governance
Organisations need more than AI risk controls. They need to understand the values embedded in systems, the outcomes they produce and the evidence behind every claim of value.
Our perspectives examine the assumptions beneath intelligent systems and turn them into practical frameworks for action.
Essay · Why meaningful control depends on memory, continuity and the ability to contest automated decisions.
02The Interface Is the InstitutionEssay · Every interface distributes power: it decides what is visible, possible and accountable.
03Autonomy Changes the Burden of ProofEssay · As systems act more independently, evidence must move closer to the outcomes they produce.
Built on practice
General Interfaces brings together a foundation in technology asset governance and software economics with current work in AI assurance, value governance and personal digital sovereignty.
About General Interfaces