In fields such as DeFi, healthcare, and prediction markets, AI is increasingly integrated into decision systems, but its 'AI reasoning is unverifiable' has become the biggest pain point for trust. Especially in the scheduling of on-chain smart contracts, if AI reasoning is unverifiable, it may lead to security vulnerabilities or potential risks of 'cheating decisions.'

Lagrange's unique approach: building 'Trustworthy AI Verification as a Service'

What Lagrange does is not only generate zero-knowledge proofs (ZKP) at high speed but also create an open and ready-to-use AI verification engine—callable on-chain and accessible off-chain.

Through DeepProve (an improved zkML engine), it allows any AI reasoning result to generate 'proof' on-chain without revealing the model or input data, and verifiability expands the boundaries of trust. The verification support provided includes MLP and CNN reasoning, with proof generation and verification speeds astonishingly fast, achieving dozens to even hundreds of times improvement over existing technologies.

Decentralized infrastructure + EigenLayer security overlay

The ZK Prover Network built by Lagrange is a truly decentralized computing cluster, consisting of over 85 top node operators, providing security endorsement through EigenLayer's re-staking mechanism. This system operates under the principle of minimal trust, far superior to traditional reliance on a single centralized service ZK model.

The organic integration of Lagrange with AI and decentralized computing

Lagrange makes AI no longer 'un-auditable,' but 'verifiable.' In the future, on-chain contracts can reference AI reasoning results (such as credit assessments, medical diagnosis suggestions, market predictions), with system execution being traceable and verifiable, truly realizing 'AI provably trustworthy.'

Its ZK Coprocessor module supports SQL-style off-chain query architecture, allowing smart contracts to be as flexible and secure as executing a database—truly bridging the gap between AI, traditional databases, and decentralized applications.

In summary:

Lagrange is laying out an 'AI verifiability infrastructure'—it allows smart contracts to invoke AI reasoning results without trusting a black box. This model is not just about making AI faster, but genuinely constructing a new paradigm of 'trustworthy AI + Web3 computing.'