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Chris's AI Deep Dive
Chris Guo
128 episodes
5 days ago
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}
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Technology
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All content for Chris's AI Deep Dive is the property of Chris Guo and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}
Show more...
Technology
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Null Compliance is Not Non-Compliance in NYC's Algorithm Audits
Chris's AI Deep Dive
14 minutes 30 seconds
1 week ago
Null Compliance is Not Non-Compliance in NYC's Algorithm Audits

This examines the initial implementation and effectiveness of New York City's Local Law 144 (LL 144), a landmark regulation mandating bias audits for Automated Employment Decision Tools (AEDTs) used in hiring and promotion. The authors, a group of university researchers and student investigators, report remarkably low rates of compliance with the law's requirements for posting public audit reports and transparency notices. A central finding is the concept of "null compliance," which describes the inability to determine non-compliance due to the significant discretion granted to employers over whether their systems fall within the law's scope. Furthermore, the study critiques the law for creating a confusing user experience for job seekers and for failing to establish a clear floor for acceptable discrimination rates, potentially encouraging employers to withhold unfavorable audit results to avoid litigation risk. Ultimately, the paper concludes that the law's design hinders transparency, making it impossible to assess whether LL 144 is achieving its goal of reducing employment discrimination.

Chris's AI Deep Dive
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}