DiscoverThinkers & IdeasAI Snake Oil with Sayash Kapoor
AI Snake Oil with Sayash Kapoor

AI Snake Oil with Sayash Kapoor

Update: 2024-12-031
Share

Description

In AI Snake Oil: What AI Can Do, What It Can’t, and How to Tell the Difference, Sayash Kapoor and his co-author Arvind Narayanan provide an essential understanding of how AI works and why some applications remain fundamentally beyond its capabilities.

Kapoor was included in TIME’s inaugural list of the 100 most influential people in AI. As a researcher at Princeton University’s Center for Information Technology Policy, he examines the societal impacts of AI, with a focus on reproducibility, transparency, and accountability in AI systems. In his new book, he cuts through the hype to help readers discriminate between legitimate and bogus claims for AI technologies and applications.

In his conversation with Martin Reeves, chair of the BCG Henderson Institute, Kapoor discusses historical patterns of technology hype, differentiates between the powers and limitations of predictive versus generative AI, and outlines how managers can balance healthy skepticism with embracing the potential of new technologies.

Key topics discussed: 

01:05 | Examples of AI “snake oil”

04:42 | Historical patterns of technology hypeand how AI is different

07:26 | Capabilities and exaggerations of predictive AI

11:42 | Powers and limitations of generative AI

17:11 | Drivers of inflated expectations

20:18 | Implications for regulation

23:26 | How managers can balance scepticism and embracing new tech

24:58 | Future of AI research

Additional inspirations from Sayash Kapoor:


Comments 
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

AI Snake Oil with Sayash Kapoor

AI Snake Oil with Sayash Kapoor

BCG Henderson Institute