How does the blockchain ensure both the integrity and privacy of AI model outputs?

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The blockchain ensures integrity by immutably recording a cryptographic proof of a valid AI model output, while ensuring privacy by never recording the sensitive data used to create it. This is achieved through zero knowledge proof technology. When an AI model processes data within a Proof Pod, it generates a proof that confirms the output is correct and derived from valid inputs. Only this proof, which reveals nothing about the underlying data, is published on-chain, creating a verifiable, tamper-proof record of the result's legitimacy.

This architecture is powered by ZKP Coin, the native cryptocurrency that secures the blockchain and rewards participation. Users who leverage Proof Pods for confidential AI tasks are compensated with this token, and an upcoming presale will facilitate wider distribution. By merging a transparent blockchain with zero knowledge proof computation, the ecosystem provides a scalable and trusted foundation for industries that require both high-integrity analytics and ironclad data privacy.