🔔 Preface:

In the past, we witnessed AI move from models to agents, while blockchain transitioned from simple asset management to a carrier of trust protocols. Now we have entered a new stage: the deep integration of AI and blockchain, jointly building an agent universe with identity, consensus, incentives, and collaboration mechanisms.

But soon you will discover a problem: when thousands or even millions of AIs are freely running, collaborating, learning, and trading on-chain, how do we ensure their trust, security, identity, and data privacy? Traditional blockchain or centralized solutions may not be able to solve these issues at all.

And this is the core problem that @Mind Network wants to solve. It builds a decentralized operating environment that is both secure and trustworthy for these AI agents through a technology known as FHE.


1️⃣ FHE: The 'laws of physics' of the AI world.

You may already have some understanding of FHE. Its basic principle is: even if the data is encrypted, computation can still proceed smoothly. In other words, AI can perform reasoning, collaboration, and even transactions without knowing who you are or what you are doing. Your entire identity, privacy, and behavior are encrypted throughout, yet computation continues normally.

It's like a 'law of physics' that ensures the world of all agents operates in a secure encrypted environment rather than being exposed in an open space that could be tampered with at any time.

What Mind Network does is: using FHE technology, build a dedicated encrypted internet for AI agents, ensuring they can collaborate and coexist efficiently in a secure environment.

2️⃣ Mind Network goes beyond just talking concepts; it has truly realized AgenticWorld.

Mind Network is not just talking about the future; it has already launched a truly operational AI ecological product, AgenticWorld, on the BNB Chain and its own MindChain.

In this ecosystem, each agent has its own independent identity, tasks, and training space, and they cooperate with each other on-chain in an encrypted manner. As of now: Over 54,000 agents have gone online; they have cumulatively completed 1.2 million hours of training tasks; the current limited-time staking activity has an APY of up to 400%.

These agents can not only collaborate trustlessly on-chain but also gradually participate in cross-chain operations, multi-agent consensus, on-chain services, and other tasks.

3️⃣ Mind Network provides them with four key capabilities through FHE:

➤ On-chain identity recognition: No longer relying on centralized APIs, agents can self-register and verify through encrypted identities.

➤ Verifiable computing environment: Every computation can be traced and encrypted, ensuring transparency and safety.

➤ Privacy-protecting training space: Even in multi-party collaborations, each agent can only expose necessary information.

➤ Multi-chain Trust Collaboration Bridge: With the FHE-supported HTTPZ protocol, these agents can securely complete tasks across different chains.

4️⃣ FHE + HTTPZ: The protocol layer that truly binds AI and Web3 together.

The HTTP protocol is the core of Web2, but it offers no security guarantees for AI agents. In the future, AI may actively access our social data, transaction records, and even personal preferences. I think everyone would be unwilling about this!

The HTTPZ being developed by Mind Network and its partners aims to solve this problem; it is the underlying communication protocol needed for the future world of AI.

💡 Unlike traditional HTTP, HTTPZ has the following three major characteristics:

🔸 End-to-end encryption and verifiable: It not only encrypts transmission but the entire transmission + processing process is in an encrypted state.

🔸 Agent identity mechanism: AI is no longer anonymously floating but has an encrypted registration, auditing, and authorization mechanism.

🔸 Supports on-chain/off-chain computational collaboration: Safely running in a DeCC environment.

This protocol has been collaboratively advanced by multiple parties, including Chainlink, Zama, Phala, and Swarms, and has already been tested first on MindChain.

5️⃣ Authorization, Privacy, Collaboration: Are you willing to give your data to AI?

Now we have more and more on-chain identities, transaction records, and social data, and in the future, this information may become input for AI models. This raises a key question: How do we authorize? How do we restrict its access? How do we ensure that only necessary information is used?

Traditional authorization methods are usually conducted through centralized protocols and data services, but in the design of Mind Network, you can decide to only authorize the computation results without directly exposing the raw data.

➤ You authorize AI to determine whether you are a KYC user, but without having to provide it with identification.

➤ You let AI assess your trading style but without having to provide complete trading records.

➤ You allow AI to customize training models for you, but the data exists in an encrypted state locally or on MindChain.

You are the true leader of this process, not just clicking agree and letting AI handle your data.

6️⃣ From being integrated by DeepSeek to becoming the FHE industry standard:

Mind Network is not just proposing concepts or technologies; it has become the first FHE project officially integrated into the DeepSeek codebase, marking its important position in the developer toolchain.

Additionally, it has received support from top institutions such as Binance Labs, Cogitent, Hashkey Capital, Animoca Brands, and Chainlink. In collaboration with Zama, Mind Network is gradually promoting fully encrypted computation from theoretical models in the laboratory to practical applications on-chain.

🎯 In conclusion:

Mind Network is not trying to replace AI; it is building a trusted infrastructure for AI that encompasses computation, privacy, identity, and cross-chain collaboration. These are problems that AI cannot solve on its own but are essential for building AgenticWorld.

You can now start to imagine that in the future, with thousands of AI agents collaborating, learning, and working together, you no longer need to worry about them doing harm, leaking privacy, or becoming centralized. You only need to understand how they collaborate more intelligently and efficiently.

This is the value of FHE, and it is also the original intention of Mind Network.

#MindNetwork全同态加密FHE重塑AI未来