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If the underlying database is messy, incomplete, contradictory, or contains outdated material, the AI will faithfully retrieve that flawed content.
And the resultant decisions will also be flawed. This is one of the reasons why bias is a particular concern where AI-powered decisions are relied upon, as also shown in this article in The Conversation
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