In fact, everyone is discussing the AI track, but within the circle, the conversation often revolves around token issuance and speculation. How many people will truly take the time to think about why AI is a hot topic? What can AI actually do? Are the use cases of AI in blockchain truly meaningful?

Today I introduce fully homomorphic encryption — FHE (Mind Network)

Mind Network is a Web3 infrastructure project based on fully homomorphic encryption (FHE), focusing on providing end-to-end data privacy protection and secure computing solutions for AI, blockchain, and decentralized applications.

In simple terms, it is the infrastructure for AI, primarily focused on encryption and security.

What can fully homomorphic encryption AI actually do?

1/ Protect Transaction Privacy
Complete transactions on-chain, but others cannot see your specific transaction details, which not only protects your privacy but also prevents security incidents and attacks, providing a layer of protection for the current on-chain environment.

2/ Secure AI Training
FHE's encryption technology can be used to train AI models, achieving training objectives while ensuring the privacy of training logic.

3/ Medical Collaboration
Imagine if medical collaboration became private and secure, hospitals could share case data with each other while effectively protecting patient privacy, which would greatly promote information sharing and development in the healthcare industry.

4/ Privacy Lending Protocol
Without needing to disclose the information of lenders and borrowers, but still being able to match lending orders, both parties do not need to have their lending information and address information visible to others, better empowering the encryption industry.

5/ Prediction Markets Without Disclosure
When privacy-preserving group voting is achievable, it ensures that data cannot be manipulated or swayed by group biases, solving game theory issues and realizing true voting fairness.

So what are the advantages of FHE?

1/ Privacy and Security
FHE technology ensures that data is encrypted throughout, addressing core issues of Web2 and Web3. The zero-trust architecture ('never trust, always verify') enhances data security, suitable for strictly regulated scenarios.

2/ High Performance
Through optimized storage call algorithms, Mind Network offers an experience 100 times faster than traditional data ledgers, while costs are lower than cloud service providers. Ensuring privacy protection without sacrificing user experience.

3/ Application Scenarios
Supports AI privacy computing, decentralized governance, secure cross-chain transmission, gaming, and DePin, covering multiple high-growth tracks in Web3.

Mind Network provides a secure and efficient privacy protection infrastructure for Web3 through fully homomorphic encryption technology, addressing industry pain points regarding data privacy and computational security. Its core advantages lie in quantum-resistant FHE technology, zero-trust architecture, high-performance computing, and diverse application scenarios.

#MindNetwork全同态加密FHE重塑AI未来