No need for entrepreneurship, no need for cryptocurrency speculation, just need to capitalize on a trend — the rise of the Agentic World. And FHE is the foundational gold infrastructure of that era. You may have heard of AI changing the world, but do you know that in a future society composed of millions of intelligent agents, the true control of wealth direction lies with foundational protocols that protect privacy, ensure collaboration, and break down data silos? FHE is making all this a reality.
In the future world built by millions of AI agents (Agents) — the Agentic World — the following conditions are key pillars for its smooth operation:
I. Necessary conditions:
1. Autonomous collaboration capability: Agents must be able to autonomously initiate tasks and collaboratively achieve goals rather than passively respond to human commands.
2. Secure data sharing: Agents need to exchange data, models, and decision logic, and must protect sensitive information from being leaked.
3. Privacy protection mechanism: When users interact with agents, privacy must be strictly protected, and behavioral trajectories or data contents must not be exposed.
4. Trusted execution environment: The execution of any AI task must take place in an environment that is both trustworthy and cannot be tampered with by third parties.
5. On-chain automated settlement system: Value exchange between AIs must be automated, such as direct settlement using tokens after task collaboration.
II. Core role of FHE:
1. Allow AI to 'invisibly understand' data: Through fully homomorphic encryption (FHE), AI can perform computations while the data remains fully encrypted, ensuring privacy is not compromised while still obtaining correct results.
2. Promoting 'black box collaboration' between agents: FHE allows two AIs to cooperate without trusting each other or exposing data. For example, the model you trained can be accessed by other AIs without ever leaking parameters.
3. Enhancing compliance and trust: FHE provides the foundation for 'zero-knowledge execution' in the Agentic system — users and regulators can verify the legality of AI actions without exposing content.
4. Breaking down data silos to unleash AI productivity: With FHE, data from closed systems such as hospitals, banks, and institutions can be encrypted and accessed, enabling true 'global data collaboration' for AI.