交易员张张子|Dec 07, 2025 08:24
In depth research report on the Get Swarm Network project
Swarm Network is a blockchain based project that positions itself as the world's first privacy protected oracle layer, operated by swarm intelligence and driven by its native token TRUTH. It aims to unlock inaccessible real-world data for Web3 applications by converting private, arbitrary data into verifiable on chain logic in real-time without exposing sensitive information. This addresses the limitations of traditional oracle machines, such as privacy risks and scalability issues, by utilizing AI proxy communities, zero knowledge proofs, and decentralized governance to verify truth, combat false information, and enable use cases such as event driven DeFi, predictive markets, insurance, and identity solutions.
Founding Team and Vision
Swarm Network was founded by Yannick Myson, who has repeatedly expressed his vision of using AI Swarm Intelligence to combat false information in public. The core concept of the team is' Atomic Claims', which involves breaking down complex narratives into the smallest verifiable units to achieve precise automated verification.
The deep binding with the Sui ecosystem was clearly established in the early development stage of the project. Unlike many projects that choose Ethereum Layer 2, the Swarm team believes that only high-performance parallel public chains can support the high-frequency interaction needs of AI agents.
Financing process and capital endorsement
The capitalization process of Swarm Network is mainly focused on 2025.
Seed round financing (January 2025):
Amount: 3 million US dollars.
Lead investors: ZeroStage and Y2Z Ventures.
Investment logic: Investors value its potential as a "decentralized AI agent swarm" infrastructure, especially its ability to anchor real data in the Web3 ecosystem.
Background note: Y2Z Ventures has previously invested in well-known Web3 projects such as Mask Network, Near, and Polygon, which has brought certain industry resources and endorsements to Swarm Network.
Subsequent fundraising:
As of the end of 2025, there are reports that the project has raised a total of $13 million through the sale of NFT node licenses (Agent Licenses) and other ecological fund support. This method of financing through the sale of "means of production" (node operation rights) is a common community cold start method for DePIN projects.
Key milestones include:
December 2024: Launch the Truth Protocol Declaration and the initial framework for AI agents to autonomously verify the truth.
January 2025: Roadmap activation, focusing on user owned agents and collective intelligence synchronization. Activate 3000 proxy licenses, emphasizing sovereign AI ownership.
March April 2025: Introduce groups and clusters as decentralized AI frameworks; and http://io.net Collaborate on AI inference and collaborate with DePINed infrastructure; Comprehensive analysis of multi-agent collaboration.
June July 2025: Integration with Talus Network for autonomous AI economy; On July 10th, the agency license leasing repurchase plan was launched; Aristotle v2.0 update for logical analysis; Developed an Agentic Neural Network with Walrus Protocol for on chain verifiable AI.
August 2025: Launch Swarm ALPHA V1, introducing a decentralized deliberation and prediction market driven by AI and collective human intelligence. Expand the partner ecosystem for decentralized storage and AI economy.
November December 2025: TRUTH token will be listed on Binance (Alpha and Futures will be available on October 1st); On the first day, the 24-hour trading volume of perpetual contracts exceeded 1.2 billion US dollars, and spot trading exceeded 30 million US dollars; Participant airdrop eligibility; Emphasize privacy in the upcoming tax season
The TRUTH token was launched with a focus on incentivizing the verification economy, and the project was quickly adopted, including a codeless AI tool for building proxy clusters
Core Technologies and Features
Its core is the Truth Protocol, which promotes an incentivized verification economy using a decentralized AI agent community.
Main elements:
Multi agent collaboration framework: interconnected AI agents and humans for scalable and transparent decision-making; Superior to single purpose agents due to their autonomy, coordination, and evolution
Privacy protection mechanism: Zero knowledge proofs and secure proxy judges ensure data privacy while maintaining transparency; Avoiding human bottlenecks through distributed proxies
Real time data processing: supports streaming, event triggering, unstructured data interpretation, and consensus verification of truth.
Integration and tools: with http://io.net 、 Collaboration between Talus Network, Walrus Protocol, and others for AI inference, autonomous economy, and verifiable storage; Code free builder for proxy clusters
Token utility: TRUTH drives the ecosystem, including proxy operations, verification incentives, and governance.
The cognitive crisis in the post truth era of macro background
The double-edged sword effect of generative AI
The digital content ecosystem in 2025 is at a critical point. With the exponential decline in the cost of LLM, the Internet is flooded with AI generated synthetic media. This phenomenon has led to two core issues:
Information entropy increases: Real information is drowned out by massive low-cost generated noise, and traditional centralized review mechanisms (such as Facebook's review team or Snopes) become ineffective due to high labor costs.
AI Illusion: Even well intentioned AI models often produce seemingly reasonable but actually erroneous content due to deviations in training data.
The birth of Swarm Network is precisely to address this "cognitive security" challenge. It proposes a blockchain based solution: transforming 'truth' from a philosophical concept into a verifiable and valuable digital asset.
The necessity of decentralized verification
In the traditional Web2 architecture, the real reason is defined by the platform (such as Twitter's Community Notes or government regulation). However, this centralized power poses a single point of failure and review risk. One of the core narratives of Web3 is' permissionless trust '.
Decentralization: No single node can tamper with the verification results.
Anti censorship: The verification process and evidence chain are permanently recorded on the Sui blockchain.
Economic game: Through the pledge and confiscation mechanism of TRUTH tokens, "telling the truth" is economically profitable, while "spreading rumors" faces asset losses.
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