Importance
Why this concept matters
Sovereignty here is practical, not constitutional: can a person understand what a system decided about them, direct it, refuse it, and appeal it? Every one of those verbs decays quietly when decisions move into infrastructure.
Historical context
How it arrived here
Langdon Winner's 1980 question 'Do artifacts have politics?' made the case that technical arrangements settle questions of power before any vote is taken. The machine-learning era sharpened the stakes: Zuboff documented how behavioral data turned individual experience into a raw material extracted without meaningful consent.
Future context
What changes next
As assistance becomes ambient, the default shifts from asking permission to assuming it. Sovereignty survives only if legibility, refusal, and appeal are engineered in as first-order requirements — the human–AI sovereignty framework this site maps.
Public framework
Risks and opportunities
Risks
Automation without recourse
Consent fatigue
Opportunities
Legible intelligent systems
Stronger civic agency
Position in the ontology
Where this concept sits
Also known as: digital self-determination · human agency over systems
Related: Ontological Governance · Ambient Intelligence · Intelligence Infrastructure · Cooperative Intelligence
Context package
Cross references
Sources
Citations and further reading
Shoshana Zuboff — The Age of Surveillance Capitalism (2019), PublicAffairs.
Langdon Winner — Do Artifacts Have Politics? (1980), Daedalus 109(1).
Recommended reading
Cathy O'Neil — Weapons of Math Destruction (2016), Crown.