Swarm Network is a relatively unique project in this year's AI × Crypto track:

It is not about AI storytelling, nor is it about AgentFi, but aims to use 'AI agents + ZK privacy + on-chain economic games' to solve a more fundamental question—what is the truth in the post-truth era? Who verifies it? Who can be trusted?

The core product of the project is the Truth Protocol. Simply put, it does not provide price data like Chainlink, but instead breaks down complex texts on the internet into 'atomic claims,' then uses thousands of AI agents to independently verify, and hashes the conclusions and evidence onto the chain. The project hopes to build a 'Truth Oracle.'

Three technical points worth paying attention to:

1. AI multi-agent Swarm: Each agent is responsible for retrieval, reasoning, comparison, and voting, avoiding biases from a single model.

2. Sui as the underlying: Move object model + parallel execution to support the processing speed of tens of thousands of verification requests.

3. ZK privacy layer: Future use for financial audits, enterprise data verification, proving 'results correct' without disclosing the original sensitive data.

The project's financing and team background are also relatively reliable:

Led by Y2Z Ventures and ZeroStage in the seed round; founder Yannick Myson comes from a brand strategy background, but the team includes engineering and operations staff from Binance, Outlier Ventures, and Web3 OG, with a well-managed X account boasting over 200k followers.

Currently, the most prominent product is Rollup News—helping users verify the authenticity of news in real-time on X. Data shows that 3 million verification requests have been processed, indicating that there is indeed a demand on the C end.

Key points of the token $TRUTH:

Total supply of 10 billion, circulating ~20%, nodes and validators need to stake; however, a large unlock in 2026 poses potential risks. If the B end payment capability does not work out, the economic model may come under pressure.

If it succeeds, it will become the 'on-chain truth layer';

If it fails, it is likely to get stuck in one of three paths: AI bias, manipulated consensus, or unsustainable economics.