May 30, 2026
AI Agents Are Leaking Alpha: Here is How Crypto Infrastructure Is Closing the Privacy Gap
AIAI Data Securityconfidential computingCrypto AI ProjectsDecentralized AIenterprise AIPrivacy InfrastructureTEE TechnologyTrusted Execution Environments
TLDR: Centralized AI inference logs and retains prompts, creating structural data leaks with real dollar value attached. McKinsey’s 2025 report shows data security jumped 10pp YoY, becoming the top enterprise AI scaling blocker. Crypto projects like NEAR, Phala, and Nillion use TEEs and MPC to run encrypted AI inference at near-normal speed. Gartner projects 75% [...]
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