Green IO with Gaël Duez explores how to reduce the environmental impact of our digital world. Twice a month, on a Tuesdays guests from across the globe share insights, tools, and alternative approaches, enabling all responsible technologists, within the Tech sector and beyond, to build a greener digital world, one byte at a time.
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Green IO with Gaël Duez explores how to reduce the environmental impact of our digital world. Twice a month, on a Tuesdays guests from across the globe share insights, tools, and alternative approaches, enabling all responsible technologists, within the Tech sector and beyond, to build a greener digital world, one byte at a time.
#67 Can we be optimistic about AI sustainability? With Iuna Tsyrulneva
Green IO
44 minutes
4 weeks ago
#67 Can we be optimistic about AI sustainability? With Iuna Tsyrulneva
The potential impact of Artificial Intelligence on our worsening climate crisis is certainly a hot topic, pardon the pun.
Fortunately, we have an expert on today’s show to help us make sense of it all. Iuna Tsyrulneva is one of the leading voices in AI and sustainability. Well versed on both topics, Iuna holds a PhD in materials science, and works at Earth Observatory of Singapore with an interdisciplinary approach. She’s full of interesting insights, and brings a dynamic approach to thinking about the larger issue.
For example, did you know that saying “thank you” after every prompt actually contributes to AI energy usage? And they say kindness costs nothing…
As you’ll hear from Iuna, optimisation is the key to affecting sustainability in Artificial Intelligence. And that goes beyond ‘clean code’. Throughout our conversation, Iuna unpacks the end-to-end scope of optimisation, or what she calls her ‘four pillars’ of sustainable AI, that being algorithmic, hardware, data center and usage optimisation.
In this episode, Gaël and Iuna also discuss:
Sustainable AI vs AI for Sustainability
How (if at all) can we mitigate Jevons paradox?
Tackling the financial incentive vs sustainability in AI
Why she’s optimistic about the future of sustainable AI
Using more energy efficient languages to build next-gen AI
Leveraging open-source frameworks to lower resource costs
Practical tips on how to make AI models more energy efficient
And much more!
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All the references, the link to get free tickets, the wrap-up article and the full transcript is on Green IO website here: https://greenio.tech
Green IO
Green IO with Gaël Duez explores how to reduce the environmental impact of our digital world. Twice a month, on a Tuesdays guests from across the globe share insights, tools, and alternative approaches, enabling all responsible technologists, within the Tech sector and beyond, to build a greener digital world, one byte at a time.
