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EP24 - AI Ethics: Decoding Algorithmic Bias, Fairness, and Accountability

EP24 - AI Ethics: Decoding Algorithmic Bias, Fairness, and Accountability

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 AI systems are not neutral. This episode moves from technical mechanisms to societal impact, exploring how algorithmic bias arises from human data and design. We will deconstruct real-world cases of AI-driven discrimination in hiring, justice, and healthcare, and then establish the core principles of fairness, transparency, and accountability required to build responsible and ethical AI.
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In the spirit of reconciliation, Audible acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.