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Confidential Computing by Default

An FHE-Native Chain and Agent Runtime

Zach Kelling

Sovereign AIFHEConfidential ComputingPost-Quantum

Abstract

A design for making fully homomorphic encryption the default mode of computation across the two layers that normally demand plaintext: a blockchain's state and rules, and an autonomous agent's actions. State stays encrypted on-chain, policies are evaluated over ciphertext, and agents act on data they are never able to read, with a candid assessment of what is production today versus an active research frontier.

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