MindChats Recap: AI Summer Carnival on BNB Chain

5 min readMay 28, 2025

In this special edition of MindChats, streamed on May 23rd, Mind Network tuned into the BNB Summer Carnival and AI Summer Carnival, where builders and thinkers behind the most exciting AI projects on BNB Chain gathered to share their visions.

With the BNB Chain positioning itself as the AI-first Layer 1, this event showcased the synergy between decentralized infrastructure, intelligent agents, and Web3-native AI systems.

Here are the key insights and updates from this fast-evolving frontier:

Check out the recording of the AMA：
https://x.com/i/spaces/1ypKdZlBLzNJW/peek
03:40 Introduction of AI Projects on BNB Chain at BNB Summer Carnival
13:34 Best Practices for Balancing On-Chain and Off-Chain Computation for AI Models on BNB Chain
20:26 Regulatory Compliance for AI Projects on BNB and Data Handling
37:40 Predictions for the Role of AI Agents on BNB Chain
53:42 BNB Chain AI Project Updates and Ecosystem Overview

Key Highlights of the Episode

Summary

The AMA discussed the AI Summer Carnival and BNB chain, focusing on AI projects on BNB chain, their features, regulatory compliance, future trends, and project updates, the main contents included:

Introduction of Speakers and Projects

UnifyAI: An infrastructure platform that empowers autonomous AI agents to dynamically discover and utilize tools for executing complex on-chain and off-chain tasks, thereby simplifying blockchain interactions for developers and users alike.

Gata: A decentralized inference and training protocol on BNB chain ecosystem, aiming to orchestrate global compute resources for large model tasks.

APRO: Created the first data infrastructure enabling real-time data feed for multi-agent ecosystem, already live with some clients.

Unibase: A high-performance decentralized data layer enabling long-term memory storage, AI data sovereignty, and multi-agent collaboration.

TermiX AI: It is the next generation AI web 3 operating system on BNB chain, providing automated DeFi and related services.

Trade-offs between On-chain and Off-chain Computation for AI Models

BNB Chain Advantages: Offers resources like BNB Greenfield for decentralized storage and MCP protocol for data structuring and delivery.

Developer Support: The BNB chain community provides significant help, including funding, client-finding, technical support, and connections.

Best Practices: Using MCP for AI agents to fetch on-chain data and call off-chain services, and utilizing BNB Greenfield for large AI datasets.

Layered Architecture: BSC is suitable for model governance and access control, opBNB for high-frequency AI inference tasks, and BNB Greenfield as a decentralized data layer.

Data and Model Storage: Currently, data is stored on-chain, while models are more suitable for off-chain storage.

Ensuring Regulatory Compliance for AI Projects on BNB

Challenges: Decentralization presents unique challenges for GDPR, such as defining data controllers and handling the right to be forgotten on immutable ledgers.

BNB Greenfield Features: Offers data ownership and granular access control, which can help with GDPR compliance.

Practices: Data minimization, privacy-preserving techniques like anonymization or encryption, clear user consent mechanisms, and off-chain storage of sensitive data.

Privacy by Design: Combining off-chain encrypted data storage and smart contract-based consent management, with blockchain only recording references or hashes.

User Control: Users have control over their data, including the right to erase it from the data set.

Role of AI Agents on BNB Chain in the Future

Next 6–12 Months: Expect to see more sophisticated multi-agent systems, hyper-personalization with privacy, and increased autonomy and trust in agents.

3–5 Years: AI agents will gain greater on-chain autonomy, perform inference over encrypted data, and participate in a fully composable agent economy.

Decentralized Inference and Training: Technology is maturing to leverage decentralized compute resources for large model inference and training.

Agent Operations: AI agents will be the ones operating on web 3, interacting with smart contracts, and making transactions on BNB chain.

Multi-Agent Ecosystem: Anticipate the growth of a multi-agent ecosystem where agents can work together secretly without exposing personal data.

Project Updates

Mind Network: Has the second highest user count on BNB chain in the AI category, with over 60,000 registered agents, and its FHE token is live on the Binance Alpha trading competition. And Mind Network powers BNB Chain’s privacy-AI future with:

FHE-secured cross-chain transfers (USDC via CCTP)
Encrypted AI services (Alibaba Cloud/Allora collabs)
Key DeFAI infrastructure (TrustPrice, AiFi vaults)

UnifAI Network: Its agent has gone live on Chain Opera and will release Telegram and web agents next week. It is compatible with many popular protocols on BNB chain and will host a point program for BNB chain in the next couple of weeks or months.

Gata: Running a campaign for users to contribute compute power, and will launch decentralized inference products in the next two months.

APRO: Trying to support more AI agents on BNB chain and offers priority support to those building new AI agents.

Unibase: Integrated with several main frameworks, focusing on building its ecosystem with multiple AI agents already integrated, and has released a white paper with a testnet airdrop coming soon.

TermiX AI: Launched its product, which is an AI interface for different MCPs, and users can experience AI and MCP interfaces on various projects.

BNB Chain’s Positioning and Campaigns

AI First Chain: BNB chain positions itself as an AI first chain, believing AI is a long-term narrative with potential for real solutions and utilities.

AI Campaigns: Has various campaigns related to AI, including ecosystem expansion, agent platform, hackathons, agent competitions, and the upcoming AFS Track program to accelerate the growth of top-performing AI projects.

About Mind Network

Mind Network pioneers quantum-resistant Fully Homomorphic Encryption (FHE) infrastructure, powering a fully encrypted internet through secure data and AI computation. In collaboration with industry leaders, Mind Network is establishing HTTPZ — a Zero Trust Internet Protocol — to set new standards for trusted AI and encrypted on-chain data processing in Web3 and AI ecosystems.

Mind Network is backed by notable investors including Binance Labs, Cogitent, Hashkey, Animoca Brands, Chainlink, and has received two Ethereum Foundation Grants for its FHE research. Partnering with industry leaders like Zama, Mind Network is building a fully encrypted infrastructure, committed to realizing the vision of HTTPZ for the next generation internet.

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