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Left unchecked, AI’s power and carbon footprint might turn into a major concern. Can our AI techniques be far much less energy-hungry with out sacrificing efficiency?
04 Feb 2025
Synthetic intelligence (AI) fashions require huge computational energy, which in flip calls for super quantities of power. In his discuss, Roeland Nusselder, a pc scientist and the CEO of Plumerai, explores how the rising scale of AI fashions, reminiscent of these utilized in machine studying and pure language processing, have gotten ever extra resource-intensive.
He goes on to indicate how the fast growth of AI applied sciences might doubtlessly overwhelm our present power infrastructure, until we make vital improvements to cut back their power consumption. Left unchecked, the power and carbon footprint of AI might turn into a major concern.
To counter this development, Mr Nusselder introduces the idea of “tiny AI”, or AI techniques which might be optimized to be a lot smaller, extra environment friendly, and fewer energy-hungry with out sacrificing excessive efficiency. What precisely does tiny AI contain? Can the way forward for AI be powered by much less power? And the way precisely can we be sure that AI continues to develop with out depleting the planet’s sources? These crucial questions and extra are tackled in Roeland Nusselder’s thought-provoking discuss.
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