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AI技术的三大支柱是：算法（模型）、数据与算力。而零知识证明的技术要素与之非常相似：也是算法、数据与算力。目前，ZKP的算法与算力（挖矿）已经得到了充分的重视和讨论，但是ZKP计算所需要的数据却很少被谈及。要知道，如果不能从源头上保证输入数据的真实性，那ZKP就真的成了 garbage in, garbage out.
The three pillars of the AI technology is algorithm(model), data and computation power. Interestingly, they are also the pillars of zero-knowledge proof. As of now, enough attention and discussion have been given to the ZKP algorithm and computation power (ZK-mining), but little given to the data used in ZKP. Know this, if the data authenticity/validity cannot be guaranteed, a ZKP just becomes "garbage in, garbage out".
The three pillars of the AI technology is algorithm(model), data and computation power. Interestingly, they are also the pillars of zero-knowledge proof. As of now, enough attention and discussion have been given to the ZKP algorithm and computation power (ZK-mining), but little given to the data used in ZKP. Know this, if the data authenticity/validity cannot be guaranteed, a ZKP just becomes "garbage in, garbage out".