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Understanding the Environmental Impact of AI with Dr. Yi Ding
Hosted and produced by Kristin Malavenda
In this episode of Engineering Innovations, host Kristin Malavenda talks to Dr. Yi Ding, an associate professor at Purdue University's Elmore Family School of Electrical and Computer Engineering. They discuss the immense energy consumption of modern AI systems like ChatGPT, which could soon account for up to 12% of US electricity usage. Dr. Ding's research focuses on the broader environmental impacts of AI, including carbon emissions, water consumption, and biodiversity. They delve into how AI models and data centers contribute to these issues and explore strategies for developing sustainable AI systems. Dr. Ding sheds light on policy implications, data transparency, and industry practices that need to change for a more sustainable future. The episode also touches on Dr. Ding's personal journey into this research and her pedagogical approach to mentoring students.
00:00 Introduction to Engineering Innovations
00:14 The Energy Cost of AI
00:32 Meet Dr. Yi Ding
01:00 Understanding AI's Energy Hunger
03:16 Inside Data Centers
04:22 Beyond Energy: Carbon, Water, and Biodiversity
08:26 Dr. Yi Ding's Research Journey
10:32 Balancing Performance and Sustainability
15:00 The Role of Policy and Regulation
16:07 Future of AI and Sustainability
22:18 Mentorship and Personal Insights
27:15 Conclusion and Farewell
Purdue ECE: http://engineering.purdue.edu/ECE
Facebook: http://facebook.com/purdueece
X: https://x.com/PurdueECE
Instagram: https://instagram.com/purdue.ece
LinkedIn: https://www.linkedin.com/company/purdue-ece
Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.
By Elmore Family School of Electrical and Computer Engineering5
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Understanding the Environmental Impact of AI with Dr. Yi Ding
Hosted and produced by Kristin Malavenda
In this episode of Engineering Innovations, host Kristin Malavenda talks to Dr. Yi Ding, an associate professor at Purdue University's Elmore Family School of Electrical and Computer Engineering. They discuss the immense energy consumption of modern AI systems like ChatGPT, which could soon account for up to 12% of US electricity usage. Dr. Ding's research focuses on the broader environmental impacts of AI, including carbon emissions, water consumption, and biodiversity. They delve into how AI models and data centers contribute to these issues and explore strategies for developing sustainable AI systems. Dr. Ding sheds light on policy implications, data transparency, and industry practices that need to change for a more sustainable future. The episode also touches on Dr. Ding's personal journey into this research and her pedagogical approach to mentoring students.
00:00 Introduction to Engineering Innovations
00:14 The Energy Cost of AI
00:32 Meet Dr. Yi Ding
01:00 Understanding AI's Energy Hunger
03:16 Inside Data Centers
04:22 Beyond Energy: Carbon, Water, and Biodiversity
08:26 Dr. Yi Ding's Research Journey
10:32 Balancing Performance and Sustainability
15:00 The Role of Policy and Regulation
16:07 Future of AI and Sustainability
22:18 Mentorship and Personal Insights
27:15 Conclusion and Farewell
Purdue ECE: http://engineering.purdue.edu/ECE
Facebook: http://facebook.com/purdueece
X: https://x.com/PurdueECE
Instagram: https://instagram.com/purdue.ece
LinkedIn: https://www.linkedin.com/company/purdue-ece
Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.