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What We Learned Auditing Sophisticated AI for Bias

O'Reilly Media - Ideas

A recently passed law in New York City requires audits for bias in AI-based hiring systems. AI systems fail frequently, and bias is often to blame. These examples of denigration and stereotyping are troubling and harmful, but what happens when the same types of systems are used in more sensitive applications? Data can be wrong.

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Grown-Up Lean

LeanEssays

This working paper was submitted as a chapter in The International Handbook of Lean Organization , Cambridge University Press, Forthcoming. So small changes were submitted, reviewed, and integrated into the live code base as quickly as possible. Lean was introduced to software a couple of decades ago. How are they getting along?