#MindNetwork全同态加密FHE重塑AI未来

Mind Network's core values and technological highlights

Fully Homomorphic Encryption (FHE) and Quantum Resistance

Mind Network utilizes FHE technology to achieve end-to-end encryption of data throughout its lifecycle, even during computation without needing to decrypt. This 'encrypted computation' capability is hailed as the 'holy grail' of cryptography, addressing the pain points of data privacy in Web3 and resisting future quantum computing threats through quantum-resistant lattice-based cryptography.

Unique Advantage: Compared to traditional zero-knowledge proofs (ZKP), FHE places greater emphasis on verifiability and has more potential for data privacy protection, especially suitable for AI and blockchain scenarios. Mind Network's quantum resistance gives it a forward-looking advantage in the post-quantum era, distinguishing it from privacy chains relying on traditional cryptography.

HTTPZ: Zero Trust Internet Protocol

Mind Network collaborates with Zama to promote the HTTPZ protocol, aiming to establish a default encryption standard for the internet for the Web3 and AI ecosystems, similar to HTTPS in Web1. This zero-trust architecture ensures that data, transactions, and computations are encrypted throughout, protecting collaborative security of decentralized AI agents while complying with regulatory requirements (such as KYC/AML).

Significance: HTTPZ not only enhances the privacy standards of Web3 but also provides the infrastructure for trust collaboration among AI agents, addressing the data leakage risks of centralized AI platforms.

AgenticWorld: Decentralized AI Ecosystem

AgenticWorld is Mind Network's core product aimed at agentic AI, built on FHE technology to create a secure and verifiable decentralized AI ecosystem. Currently, AgenticWorld has launched over 54,000 AI agents, completing a total of 1.2 million hours of training tasks, demonstrating strong community engagement and technical implementation capabilities.

Application Scenario: AgenticWorld supports AI agents in reasoning, collaboration, and learning in encrypted environments. For example, the World AI Health Hub utilizes FHE to protect the privacy of medical data, complying with HIPAA and GDPR requirements while advancing medical research.

Economic Incentives: Through the $FHE token, AgenticWorld incentivizes users to participate in staking and governance, with current limited-time staking activities offering an APY of up to 400%, attracting a large number of participants.

DeepSeek Integration: The fusion of FHE and AI

Mind Network is the first FHE project officially integrated into DeepSeek's codebase, providing encrypted computation support for DeepSeek's open-source AI models through the Mind FHE Rust SDK. This enables DeepSeek's AI agents to perform reasoning and consensus in a fully encrypted environment, ensuring data security without sacrificing performance.

Technical breakthrough: DeepSeek's AI models (such as DeepSeek-R1) are comparable to OpenAI's o1 in reasoning tasks, while Mind Network's FHE integration further enhances its privacy protection capabilities, suitable for sensitive fields such as finance, education, and healthcare.

Mind Network's ecosystem layout and partners

Top-tier investment and incubation support

Mind Network has received investment from well-known institutions such as Binance Labs, Hashkey, Animoca Brands, and Chainlink, and accelerates development through projects like Binance incubation, Chainlink BUILD, and Ethereum Foundation grants. Two grants from the Ethereum Foundation particularly highlight its technical strength in the field of FHE research.

Strategic cooperation with Zama

Zama is a leading open-source encryption company in the field of FHE, and its TFHE-rs library and fhEVM tools provide production-grade FHE technical support for Mind Network. Both parties have collaborated to launch innovative applications such as the World AI Health Hub and deepen technological integration in projects like MindLake (FHE data storage Rollup).

Cross-chain and Multi-ecosystem Integration

Mind Network supports cross-chain transactions and governance through the $FHE token, having deployed AgenticWorld on BNBChain and MindChain. Products like FHEBridge further enhance cross-chain privacy transaction capabilities, while the collaboration with Chainlink CCIP improves the security of cross-chain communication.

How does Mind Network reshape the future of AI and Web3?

Addressing AI security and privacy pain points

With the rapid development of AI agent systems (such as DeepSeek's R1 and V3 models), data privacy and collaborative security have become bottlenecks. Mind Network's FHE technology allows AI agents to reason and achieve consensus on encrypted data, avoiding the single point of failure risk of centralized platforms (like ChatGPT), while supporting the fairness and verifiability of decentralized AI networks.