Part I · Chapter 8Version 1.0 · 5 November 202625 min read

    Modern Manifestations of Historical Biases

    Key message

    Historical discrimination reaches contemporary AI through identifiable technical mechanisms (biased targets and labels, proxies, feedback loops, domain-specific data practices), and each mechanism can be named, measured and tested before deployment.

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