With the rapid development of Artificial Intelligence (AI) technology, AI applications are increasingly penetrating various industries, especially in finance, healthcare, and government, where AI's intelligent decision-making systems are playing an increasingly important role. However, as AI technology becomes more widespread, a problem gradually comes to the fore—AI transparency and credibility. The 'black box' nature of AI has long troubled the industry. Although AI can make precise decisions, we often cannot understand why it makes these decisions, especially in high-risk industries where the lack of transparency and verifiability raises concerns among regulators and end-users.
Lagrange's technological innovations, especially DeepProve, provide a solution that makes AI no longer a mysterious black box but a verifiable decision-making tool. Through the latest collaboration with LazAI, Lagrange's verifiable AI technology will achieve blockchain integration, making the AI inference process more transparent and verifiable, thus promoting the application of Verifiable AI in more industries.
Lagrange and LazAI's Collaboration: Promoting Verifiable AI on the Blockchain
The collaboration between Lagrange and LazAI marks a crucial step for Verifiable AI. By combining the DeepProve technology with LazAI's decentralized network, Lagrange successfully introduces the verifiability of AI inference into the blockchain space. This means that AI can not only undergo inference verification through DeepProve to ensure the transparency and compliance of its decision-making process but also have these proofs placed on-chain via LazAI, further ensuring decentralization and trustless characteristics.
Specifically, DeepProve can generate zero-knowledge proofs (ZK) for each AI inference, proving that the inference process is based on legitimate rules and data without disclosing any sensitive information. The combination with LazAI transforms these proofs into Decentralized Assets (DATs), which are stored and verified through LazAI's decentralized network. This technological combination not only provides verifiability, ownership, and tradability to the AI inference process but also leverages the public and transparent characteristics of blockchain to further enhance its security and credibility.
DeepProve and LazAI's Technical Advantages: Empowering Verifiable AI
DeepProve is the core technology provided by Lagrange, which offers transparency and compliance for AI inference by generating zero-knowledge proofs. The inference results of AI models often involve large amounts of sensitive data, and ensuring the credibility of AI inference without disclosing data is a pressing issue. Through DeepProve, each inference result can be accompanied by an encrypted proof, allowing external parties to verify the correctness and compliance of the inference process without needing access to the internal parameters or data of the AI model.
The addition of LazAI provides decentralized infrastructure support for DeepProve technology. The verification results of AI inference will be transformed into Decentralized Assets (DATs), which are not only transparent but also traceable and tradable. This feature will greatly enhance the credibility and transparency of AI inference results in high-risk areas such as cross-chain finance and healthcare. With LazAI, AI inference is no longer a closed process but can be verified and utilized in a decentralized environment.
Decentralized Verification: Enhancing Industry Transparency and Compliance
AI technology, especially in the financial industry, has been widely applied in key areas such as risk assessment and trading decisions. However, due to the lack of transparency and verifiability in traditional AI models, many institutions and users have doubts about their fairness and compliance. Lagrange, in collaboration with LazAI, transforms the verification of AI inference results into a decentralized process, no longer relying on a single centralized verification institution or platform, but achieving trustless verification through the blockchain network. This design not only improves transparency but also enhances the overall fairness of the process, ensuring that all participants can fairly verify and utilize AI inference results.
In the healthcare sector, AI's diagnostic results often concern patients' life and health, and traditional AI systems cannot provide enough transparency for doctors and patients to understand the reasoning process. With Lagrange's DeepProve technology, doctors can not only obtain AI's diagnostic results but also see the reasoning process behind them, ensuring that each decision is compliant and transparent. LazAI's decentralized storage and verification mechanism extend this transparency beyond internal verification to the entire ecosystem.
Lagrange's Market Prospects: The Future of Verifiable AI
As global demands for AI compliance and transparency increase, Lagrange's Verifiable AI technology will become an important cornerstone for the future digital economy and various industries. From finance and healthcare to insurance and education, the collaboration between Lagrange and LazAI will promote the comprehensive compliance and transparency of AI technology, making AI no longer an un-auditable and untrustworthy 'black box' but a credible tool that can be verified at any time.
Moreover, with the rise of Decentralized Finance (DeFi), the decentralized verification system provided by Lagrange and LazAI offers a transparent and trustworthy computing foundation for DeFi. In scenarios such as decentralized exchanges (DEX) and lending protocols, the introduction of AI technology will become more transparent and compliant, enhancing the overall security and trustworthiness of the blockchain ecosystem.
The collaboration between Lagrange and LazAI is not just a technical integration but also an important push for the future of Verifiable AI. Through DeepProve and Dynamic zk-SNARKs technology, Lagrange provides a verifiable, transparent, and compliant AI inference framework, while LazAI offers decentralized support for this technology. As technology continues to advance and become more widespread, Verifiable AI will become the standard across major industries, paving the way for the integration of AI and blockchain and promoting the prosperous development of the global digital economy.
