In today's society, artificial intelligence is transforming various fields at an astonishing speed and capability. From healthcare to national defense, finance, and digital infrastructure, AI has become an invisible force shaping our world. However, with the rapid development of AI technology, the demand for its verifiability has become increasingly urgent. Lagrange understands this and is committed to ensuring that artificial intelligence is not only powerful but also safe and reliable.
Lagrange's mission is to lay the foundation for future technology by designing verifiable AI. Verifiability is not an additional feature but a fundamental standard to ensure the safe deployment of artificial intelligence in critical areas. This is why Lagrange developed DeepProve - the world's leading zero-knowledge machine learning (zkML) system, designed to provide the necessary verification for AI outputs, bringing trust and security.
Development History
Lagrange's DeepProve began with a bold question: How do we verify the integrity of AI? From this question, Lagrange has turned the provability of AI decisions into reality. The capabilities of DeepProve are continuously expanding, and it can now support reasoning verification for large language models (LLM) and deploy verifiable AI in practical applications.
The early Turing Roulette project demonstrated the potential of cryptographic verification, proving its ability to be widely applied in real-world scenarios. The project attracted over 500,000 players and generated more than 3.75 million proofs, showcasing DeepProve's powerful capabilities in real-time reasoning verification.
Vision for the Future
Lagrange's vision is to make every AI decision verifiable to ensure its safety across various industries. DeepProve is expanding its support for the world's most important machine learning models, including LLaMA, Gemma, Claude, etc., promoting verifiable AI applications across multiple industries:
Finance: In areas such as loan approval and fraud detection, DeepProve provides transparency for decision-making, ensuring that the outputs of these models comply with regulatory requirements.
Healthcare: Ensuring that the diagnostic results of medical AI come from compliant models, protecting patient privacy.
National Defense: Providing cryptographic guarantees for autonomous systems and military infrastructure, ensuring the safety and correctness of their operations.
Decentralized Finance (DeFi): Ensuring that AI agents in on-chain transactions can prove the correctness of their operations, thereby establishing trust.
Technological Innovation and Ecosystem
Lagrange is continuously pushing the frontiers of cryptographic research and has published several groundbreaking papers exploring new mechanisms for zero-knowledge proofs. Through collaborations with industry leaders such as Intel and NVIDIA, Lagrange is accelerating the performance and scalability of DeepProve, ensuring its application in the real world.
In the future, Lagrange will also launch a series of new proof types, including training proofs, fine-tuning proofs, fairness proofs, and reasoning proofs, to meet the growing demands of increasingly complex AI systems. Additionally, DeepProve will ensure its extensive application in centralized and decentralized environments through hardware acceleration and cloud integration.
Community and Global Expansion
Lagrange understands that the future of technology requires not only the efforts of engineers but also the active participation of the global community. By actively expanding its community in regions such as Asia, Lagrange strives to establish a culture of trust and transparency worldwide, ensuring that everyone can participate in this transformation.
Lagrange is not just building technology; it is defining new standards for the future of AI. By verifying the outputs of AI models, Lagrange is proving that AI can be safely and reliably applied in critical fields such as healthcare, national defense, and finance. With continuous technological innovation and the expansion of the global ecosystem, Lagrange is leading the future of safe AI. The arrival of the verifiable AI era is a promising signal led by Lagrange.
