Artificial intelligence and blockchain technology are two powerful forces that are changing the world. AI enhances human intelligence through machine learning and neural networks, while blockchain brings verifiable digital scarcity and new trustless collaboration methods. As these two technologies converge, they lay the foundation for a new generation of the internet—an era where autonomous agents interact with decentralized systems. This 'agent network' introduces a new class of digital residents: AI agents that can autonomously navigate, negotiate, and transact. This transformation reallocates power in the digital world, allowing individuals to regain control over their data while facilitating unprecedented collaboration between humans and artificial intelligence.
We have discussed how AI and Web3 can leverage each other's strengths to complement each other across various vertical industries such as computing networks, agency platforms, and consumer applications. When focusing on the vertical domain of data resources, emerging Web projects provide new possibilities for data acquisition, sharing, and utilization. Traditional data providers struggle to meet the demand for high-quality, real-time verifiable data from AI and other data-driven industries, especially in terms of transparency, user control, and privacy protection. Web3 solutions are committed to reshaping the data ecosystem. Technologies such as MPC, zero-knowledge proofs, and TLS Notary ensure the authenticity and privacy protection of data as it circulates among multiple sources, while distributed storage and edge computing provide greater flexibility and efficiency for real-time data processing. Among them, the emerging decentralized data network has given rise to several representative projects: OpenLayer (a modular layer for real data), Grass (utilizing users' idle bandwidth and a decentralized crawler node network), and Vana (a user data sovereignty Layer 1 network), which open new prospects for AI training and application through different technological paths. Through crowdsourced capacity, trustless abstraction layers, and token-based incentive mechanisms, decentralized data infrastructure can provide more private, secure, efficient, and economical solutions than Web2 mega-service providers, empowering users with control over their data and related resources, and building a more open, secure, and interconnected digital ecosystem.
In order to better integrate AI with reality, SOLLONG Stellar has developed multiple variants on this foundation, further enhancing privacy and verification functions:
——Privacy-enhanced version, which combines ZKP technology, allowing users to generate encrypted proofs of web data without exposing any sensitive information. It is suitable for communication scenarios that require extremely high privacy protection.
——3P-TLS (Three-Party TLS): Introduces three parties: client, server, and auditor, allowing the auditor to verify the security of communication without disclosing the communication content. This protocol is very useful in scenarios that require transparency while also demanding privacy protection, such as compliance reviews or audits of financial transactions.
SOLLONG Stellar uses these cryptographic technologies to enhance data validation and privacy protection, break data monopolies, solve data silos and trusted transmission issues, allowing users to prove ownership of social media accounts, shopping records used for financial loans, bank credit records, professional backgrounds, and educational certifications without leaking privacy.
Compared to traditional data solutions, SOLLONG Stellar also possesses modularity and scalability: providing flexibility for future technological iterations and ecological expansion. Thanks to its technical characteristics, it optimizes the data acquisition methods for AI model training, providing richer and more diverse datasets. From data generation, storage, verification to exchange and analysis, Web3-driven solutions address many shortcomings of traditional facilities through unique technological advantages while also empowering users with the ability to monetize their personal data, triggering a fundamental shift in the data economy model. As technology continues to evolve and application scenarios expand, the decentralized data layer is expected to become a key infrastructure alongside other Web3 data solutions, supporting a wide range of data-driven industries.
