#MindNetwork全同态加密FHE重塑AI未来

In the accelerating integration of AI and Web3 in 2025, Fully Homomorphic Encryption (FHE) is quietly changing the game, and Mind Network, as a leader in this field, recently completed a $10 million Pre-A round of financing. Its innovative FHE + Restaking architecture is providing unprecedented security infrastructure for decentralized AI.

🔥 Core viewpoints:

  • 54,000+ AI agents have been launched on AgenticWorld, completing 1.2 million hours of training tasks

  • 400% APY limited-time staking, combining FHE secure computing, creating a cornerstone for Web3 AI security

  • The world's first FHE project officially integrated by DeepSeek

  • Top-tier capital support from Binance Labs, HashKey, Animoca Brands, etc.

1. FHE: From the Holy Grail of Cryptography to the cornerstone of AI security

Fully homomorphic encryption is hailed as the 'Holy Grail of Cryptography', its core value lies in: allowing direct computation on encrypted data without decryption.

✅ FHE VS traditional encryption:

💡 Mind Network's clever positioning:

  • Not directly challenging the high costs of FHE in AI training, but focusing on secure communication between agents & verifiable computing

  • HTTPZ protocol achieves zero-trust data transmission

  • Encrypted agent interactions ensure the security of 54,000+ AI collaborations

2. Killer applications: How does FHE empower the future of AI?

2.1 Healthcare: Breaking data silos

🏥 Hospital A uses FHE to encrypt patient data → Research institution B directly computes and analyzes → Results encrypted and returned, with no data decrypted throughout the process!

2.2 DeFi: Privacy-protecting transactions

🔐 Encrypted order book: Market-making strategies cannot be monitored (prevention of front-running)
🛡 Compliance review: Regulators can scan illegal transactions without exposing ordinary user data

2.3 Games and virtual worlds

🎮 Card games: The platform can verify the legality of hand combinations but cannot see specific cards
🤖 AI NPC: Handles encrypted player asset data, ensuring fairness in the game economy

3. Token economics and investment analysis

📊 Mind Network Token Model:

  • Staking APY 400% (limited-time event, high returns for validating nodes)

  • Revenue sources: FHE computation service fees + cross-chain restaking fees

  • Ecosystem cooperation: Already integrated with AI projects like io.net, Myshell, etc.

🚀 Price catalysts (2025):

💡 Investment advice:

  • Current valuation is still in the early stages, with significant technical advantages compared to similar FHE projects

  • Short-term support level at 0.35, breaking 0.35 and reaching 0.5 may lead to an explosion

4. Challenges and future outlook

⚠️ Technical bottlenecks:

  • FHE computation is 1000-10000 times slower than plaintext → Mind Network uses TFHE optimization + hardware acceleration for improvement

🌍 Regulatory adaptability:

  • Supports 'selective disclosure', meeting anti-money laundering (AML) requirements

  • Retain transaction graphs, balancing privacy and compliance

🎯 Conclusion:
Mind Network is addressing the critical trust issue of decentralized AI through the combination of FHE + Restaking. With the expansion of the AgenticWorld ecosystem and the improvement of the HTTPZ protocol, it is likely to become the most noteworthy Web3 infrastructure project in 2025.

📢 Take action now: