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#83—Avi Goldfarb: AI-Generated Predictions as a Strategic Asset

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Manage episode 408876429 series 3564627
Outthinker에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Outthinker 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Avi Goldfarb is the Rotman Chair in Artificial Intelligence and Healthcare and Professor of Marketing at Toronto's Rotman School of Management. He is also Chief Data Scientist at the Creative Destruction Lab, a fellow at Behavioral Economics in Action at Rotman, and a faculty affiliate at the Vector Institute for Artificial Intelligence. Avi has written extensively on a broad range of topics from marketing, statistics, law, management, medicine, political science, refugee studies, among many others. He has also conducted much deep work in the study of AI and machine learning and how businesses can wield and leverage the predictive capabilities of these technologies.

In this podcast, he shares:

  • Point-to-point changes v. the bigger, broader systemic changes that AI may introduce
  • How AI prediction changes judgement. Until now, most of the exploration of machine learning have been around prediction, but how will things change when AI starts getting good at judgement?
  • The fascinating implications machine learning and AI will have on business decision-making, economics, and competitive advantage

_________________________________________________________________________________________

Episode Timeline:

00:00—Highlight from today's episode

00:44—Introducing Avi+ The topic of today’s episode

2:21—If you really know me, you know that...

2:50—Could you talk about cost of prediction coming on?

6:25—Can machine learning surpass human judgment, or where do they have their place?

9:30—Could you explain the point-to-point solutions vs. systemic changes?

11:40—How does technology change power?

14:27—Could you give us an example of the impact of AI-powered predictions in a practical real-life case?

17:01—Do you think we have a reason to worry?

19:01—How can people continue learning from you?

__________________________________________________________________________________________

Additional Resources:

Personal Page: https://www.avigoldfarb.com/

Linkedin: https://ca.linkedin.com/in/avi-goldfarb-46a7473

Twitter: https://twitter.com/avicgoldfarb?lang=en

Thank you to our guest. Thank you to our executive producer, Karina Reyes, our editor, Zach Ness, and the rest of the team. If you like what you heard, please follow, download, and subscribe. I'm your host, Kaihan Krippendorff. Thank you for listening.
Follow us at outthinkernetworks.com/podcast

  continue reading

122 에피소드

Artwork
icon공유
 
Manage episode 408876429 series 3564627
Outthinker에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Outthinker 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Avi Goldfarb is the Rotman Chair in Artificial Intelligence and Healthcare and Professor of Marketing at Toronto's Rotman School of Management. He is also Chief Data Scientist at the Creative Destruction Lab, a fellow at Behavioral Economics in Action at Rotman, and a faculty affiliate at the Vector Institute for Artificial Intelligence. Avi has written extensively on a broad range of topics from marketing, statistics, law, management, medicine, political science, refugee studies, among many others. He has also conducted much deep work in the study of AI and machine learning and how businesses can wield and leverage the predictive capabilities of these technologies.

In this podcast, he shares:

  • Point-to-point changes v. the bigger, broader systemic changes that AI may introduce
  • How AI prediction changes judgement. Until now, most of the exploration of machine learning have been around prediction, but how will things change when AI starts getting good at judgement?
  • The fascinating implications machine learning and AI will have on business decision-making, economics, and competitive advantage

_________________________________________________________________________________________

Episode Timeline:

00:00—Highlight from today's episode

00:44—Introducing Avi+ The topic of today’s episode

2:21—If you really know me, you know that...

2:50—Could you talk about cost of prediction coming on?

6:25—Can machine learning surpass human judgment, or where do they have their place?

9:30—Could you explain the point-to-point solutions vs. systemic changes?

11:40—How does technology change power?

14:27—Could you give us an example of the impact of AI-powered predictions in a practical real-life case?

17:01—Do you think we have a reason to worry?

19:01—How can people continue learning from you?

__________________________________________________________________________________________

Additional Resources:

Personal Page: https://www.avigoldfarb.com/

Linkedin: https://ca.linkedin.com/in/avi-goldfarb-46a7473

Twitter: https://twitter.com/avicgoldfarb?lang=en

Thank you to our guest. Thank you to our executive producer, Karina Reyes, our editor, Zach Ness, and the rest of the team. If you like what you heard, please follow, download, and subscribe. I'm your host, Kaihan Krippendorff. Thank you for listening.
Follow us at outthinkernetworks.com/podcast

  continue reading

122 에피소드

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