Fully Homomorphic Encryption FHE Reshaping the Future of AI
#MindNetwork全同态加密FHE重塑AI未来
🎈 In the past year, AI Agents have been transitioning from concept to implementation. They possess capabilities of perception, decision-making, and collaboration, and are referred to by Jensen Huang as 'the next robotics industry'. But the more powerful the Agent, the more it relies on trust mechanisms. At the core of trust is secure computation and validation of data. In this regard, MindNetwork has provided the answer: using Fully Homomorphic Encryption (FHE) to create a trustworthy AgenticWorld. 1. FHE: The 'Holy Grail of Cryptography' for AI Security. FHE is a revolutionary encryption method that allows data to be computed in an encrypted state throughout the process. In traditional methods, data must be decrypted before use, which carries significant risk; whereas FHE breaks this structure, making it possible to 'make decisions without seeing the data'. This characteristic perfectly meets the extreme demands of AI Agents for privacy, security, and trust.
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