Breaking: Lagrange announces DeepProve-1, the world's first production-ready zkML system that can verify the reasoning correctness of large language models (LLMs) at the cryptographic level.
The team has successfully verified the reasoning results of OpenAI's GPT-2, marking a significant shift of 'verifiable AI' from theoretical research to actual production.
In other words, the conclusions of AI no longer rely on trust but can be supported by mathematical proof.
The principle of DeepProve-1 is to run complex LLM reasoning off-chain and then generate verifiable credentials through zero-knowledge proofs, with decentralized nodes completing on-chain verification.
This ensures the authenticity, privacy, and immutability of the results.
On the economic side, $LA tokens serve as the fuel and governance tool for this system; staking allows for task allocation and rewards, forming a positive feedback loop between technology and economics.
This breakthrough means that future medical diagnostics, financial risk control, and contract execution can rely on verifiable AI, making 'AI is correct' a fact rather than an assumption.
