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Podcasts

AI ethics and the future of data

24 November 2023 • by Michael R. Wade, Amit M. Joshi in Podcasts

Mike and Amit discuss how big tech can mitigate ethical problems in AI and what role regulation will play in this rapidly growing industry....

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Since generative AI exploded into public consciousness, people and companies have been worrying about its ethics. But, says Amit Joshi, before considering rogue programs or the replacement of human thought, one must first consider the ABCs of AI ethics.

Accuracy is the first big issue. How can one trust or disseminate the work of generative AI when it is so prone to hallucinating?

Bias is a problem too. In a recent survey of image-generating AI models, when asked to produce a picture of a CEO, there was a 94% chance of a male image being produced. Requests for a “cashier” returned images of females 84% of the time.

The big C here is copyright. Generative AI may seem to produce original content but how is one to know where the ideas truly originate? Might that magical marketing slogan produced by Chat GPT simply be lifted from another company?

These problems are just the start. Mike Wade worries about the privacy of data, image recognition, and protection. Together, he and Amit discuss how big tech can mitigate these problems and whether a fair system can be achieved through regulation.

Find out more about IMD at imd.org

Authors

Michael Wade - IMD Professor

Michael R. Wade

TONOMUS Professor of Strategy and Digital

Michael R Wade is TONOMUS Professor of Strategy and Digital at IMD and Director of the TONOMUS Global Center for Digital and AI Transformation. He directs a number of open programs such as Leading Digital and AI Transformation, Digital Transformation for Boards, Leading Digital Execution, Digital Transformation Sprint, Digital Transformation in Practice, Business Creativity and Innovation Sprint. He has written 10 books, hundreds of articles, and hosted popular management podcasts including Mike & Amit Talk Tech. In 2021, he was inducted into the Swiss Digital Shapers Hall of Fame.

Amit Joshiv - IMD Professor

Amit M. Joshi

Professor of AI, Analytics and Marketing Strategy at IMD

Amit Joshi is Professor of AI, Analytics, and Marketing Strategy at IMD and Program Director of the AI Strategy and Implementation program, Generative AI for Business Sprint, and the Business Analytics for Leaders course.  He specializes in helping organizations use artificial intelligence and develop their big data, analytics, and AI capabilities. An award-winning professor and researcher, he has extensive experience of AI and analytics-driven transformations in industries such as banking, fintech, retail, automotive, telecoms, and pharma.

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