A sovereign AI is an artificial intelligence that acts autonomously in the world, in pursuit of potentially long-range objectives.
Further reading
Bostrom, Nick (2014) Superintelligence: Paths, Dangers, Strategies, Oxford: Oxford University Press, pp. 148-150.