Private Innovation in the Public Interest

105: Hyunjin Kim. Sure, AI is widely available, but organizations vary a lot in their capabilities for using it

30 min · 21. maj 2026
episode 105: Hyunjin Kim. Sure, AI is widely available, but organizations vary a lot in their capabilities for using it cover

Description

Professor Hyunjin Kim is at the frontier on understanding how organizations – and particularly entrepreneurial companies – build the capabilities to use AI to improve their performance.   Her research demonstrates that, at this early stage, there’s a great deal of variation even in AI uptake to improve workflows.  But what really excites her is how organizations can be designed from scratch to use AI in entirely unprecedented ways.

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episode 104: Mabel Abraham. Let’s talk about how inequality gets produced inadvertently by unbiased people artwork

104: Mabel Abraham. Let’s talk about how inequality gets produced inadvertently by unbiased people

Professor Mabel Abraham has built her career around understanding how inequality in employment practices getsproduced by people who want to do the right thing but end up with biased outcomes.   Mabel has studied how biasesemerge unintentionally through interactions between individuals, such as evaluators and job candidates; within triads, such as through referrals; and within networks and systems.    What tends to work depends a great deal on the historical experiences of the people involved, and on the micro-structure of decision processes.   If you want to learn more about what it takes to rout out bias, this episode gives you insight into this eminent scholar’s research findings.

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