Dr. Dafna Aaronson says coaches and general managers are already mini data scientists, and AI can give them a gut check before they make the call. At work, Laurie has seen it used as a rip and replace for human judgment instead.
In this episode of Punk Rock HR, Laurie Ruettimann sits down with Dafna, who pairs a PhD in AI and machine learning with a master’s in sports psychology. They get into how AI handles performance versus potential, and why the first question for any organization is whether it wants AI at all. Laurie also tests the sports analogy against her Chicago Bears and a Lou Holtz video from early in her HR career.
Topics covered:
How AI handles performance differently from potential
Using AI to narrow a pool of 1,200 athletes
Why coaches and GMs work like mini data scientists
What builds trust in an AI tool
Asking whether your organization can absorb AI
Where sports and business overlap, and where they don’t
Visit Dafna Aaronson’s website: http://dafna-aaronson.com/Connect with Dafna Aaronson on LinkedIn: https://www.linkedin.com/in/dafna-aaronson/
00:00 - Intro
02:41 - Two stories about AI at work
03:21 - Performance vs. potential
04:43 - How AI helps scout talent
09:26 - Trusting AI tools
12:44 - The HR tech industrial complex
16:02 - AI and the Bears’ third-string quarterback
18:01 - Coaches as mini data scientists
19:35 - Rushing to adopt new HR tech
20:58 - Deciding whether you want AI
23:22 - Where sports and business overlap
28:24 - Lou Holtz and the limits of sports metaphors
31:39 - Letting AI advise instead of decide
34:41 - AI and company self-actualization
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