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What are the typical problems that arise with privacy protection when a surveillance AI outputs detailed logs of the basis for its decisions?
①Detailed logs are meaningless because they do not necessarily contribute to explainability.
②When explaining, personal data and sensitive information may be exposed, increasing the risk of privacy breaches.
③Saving logs automatically reduces accuracy.
④The stronger the privacy protections, the more explanations are generated automatically.
⑤Explaining it completely eliminates the algorithm's complexity.