The ethical deployment of AI systems depends on their transparency & explainability (T&E).
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AI techniques involving deep learning neural networks, are often "black boxes" whose inner workings are inscrutable to humans.
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Transparency alone is insufficient for accountability, as explanations of AI systems can still be highly technical.
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The technology industry has resisted calls for algorithmic transparency, arguing that source code can be a highly protected trade secret.
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The remedy that the subjects of algorithmic policing want is usually not going to be an "explanation" of a decision... They want the decision not to take place at all.
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