DeepProve's 'Trustworthy Seal': Three Revolutionary Applications of On-Chain Inference
#Lagrange The capabilities of large models are becoming increasingly powerful, but a key issue remains unresolved: How to make the decision-making process of AI 'traceable and trustworthy'? For example, when an AI-recommended portfolio incurs losses, how can it be proven that it did not violate any calculations? Lagrange #Lagrange 's DeepProve provides the answer — as the world's fastest zkML system, it can generate 'on-chain verifiable' zero-knowledge proofs for AI inference processes, equivalent to putting a 'trustworthy seal' on AI.
The value of this technology is particularly prominent in several scenarios:
- Financial Risk Control: When banks use AI to assess loan qualifications, DeepProve can prove that 'AI indeed used compliant data and algorithms', protecting customer privacy while reassuring regulatory authorities;
- Medical Diagnosis: After AI analyzes medical records and provides treatment plans, verification ensures that 'diagnosis is based on real patient data and does not leak privacy', addressing the challenge of medical data sharing;
- On-Chain Gaming: Once attributes of AI-generated items and battle results are verified and recorded on-chain, they cannot be tampered with, preventing cheating and assuring players that 'results are fair'.
DeepProve's advantage also lies in its 'speed' — it is several times faster than similar zkML systems, capable of handling complex model inference without affecting the actual application experience. $LA tokens serve as the 'lubricant' for the ecosystem: using DeepProve requires a payment of $LA , and nodes generating proofs can earn LA, creating a positive cycle where 'the more frequently developers use it, the more stable the value of LA'.
As the integration of AI and Web3 deepens, 'trustworthiness' will become a core competitive advantage. @Lagrange Official uses DeepProve to prove: the future of AI must not only be intelligent but also 'explainable in process and trustworthy in results'. #lagrange may be the key to making AI truly 'trustworthy'.
