In the context of AI, we face a plethora of challenges that extend beyond the widely discussed performance scalability required to meet the growing demands of compute and storage in the latest models. These challenges encompass sustainability, pervasiveness, agility, and diversity, all of which are needed to cater to a constantly evolving range of applications and algorithms from endpoint to edge and cloud. In this talk, we explore how adaptive devices such as FPGAs paired with agile compiler stacks can provide solutions by delivering post-production hardware specialization and co-designed algorithms. This results in highly optimized AI systems which not only provide the necessary performance scalability but also bring a reduction in carbon footprint while addressing the needs of a broad range of diverse applications with the necessary agility.
Speakers:
Michaela Blott
Senior Fellow
AMD Research
Moderators:
Vishnu Ram OV
Independent Research Consultant
Consultant
Miya Nishio
Student
University of Tokyo
The AI for Good Global Summit is the leading action-oriented United Nations platform promoting AI to advance health, climate, gender, inclusive prosperity, sustainable infrastructure, and other global development priorities. AI for Good is organized by the International Telecommunication Union (ITU) – the UN specialized agency for information and communication technology – in partnership with 40 UN sister agencies and co-convened with the government of Switzerland.
Join the Neural Network!
https://aiforgood.itu.int/neural-network/
The AI for Good networking community platform powered by AI.
Designed to help users build connections with innovators and experts, link innovative ideas with social impact opportunities, and bring the community together to advance the SDGs using AI.
Watch the latest #AIforGood videos!
https://www.youtube.com/c/AIforGood/videos
Stay updated and join our weekly AI for Good newsletter:
http://eepurl.com/gI2kJ5
Check out the latest AI for Good news:
https://aiforgood.itu.int/newsroom/
Explore the AI for Good blog:
https://aiforgood.itu.int/ai-for-good-blog/
Connect on our social media:
Website: https://aiforgood.itu.int/
Twitter: https://twitter.com/AIforGood
LinkedIn Page: https://www.linkedin.com/company/26511907
LinkedIn Group: https://www.linkedin.com/groups/8567748
Instagram: https://www.instagram.com/aiforgood
Facebook: https://www.facebook.com/AIforGood
Disclaimer:
The views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU.
Add comment