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3.10.7 Having an Audit Trail
ОглавлениеThe challenges with the machine learning are divided between the learning and outcomes, and all outcomes are based on what the machine has learned and on what basis it has come to its conclusions. The basis and the reasons of working are based on the written down rules and algorithms, which rules the entire human on the same ground. As it hard to decide on “what is always going on under the Bonnet”, so generating an audit troll of how the system makes a decision could be a tough task. The decision and processing based on these machines can raise challenge on selection and recruitment based on AI. The decision taken by the AI can be challenged under the General Data Protection Regulation (GDPR). The leading expert on AI [17] doubts on the success of AI on the understanding of machine in comparison to humans and also doubts on the decision-making power of AI by surpassing the explanatory power of human language and reasons.