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the next intention of confidential AI is to establish defenses towards vulnerabilities that happen to be inherent in using ML versions, such as leakage of personal information by means of inference queries, or development of adversarial examples. Organizations much like the Confidential Computing Consortium may also be instrumental in advancing th