Left unchecked, AI’s vitality and carbon footprint might grow to be 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 great quantities of vitality. 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 point out how the fast growth of AI applied sciences might probably overwhelm our present vitality infrastructure, until we make important improvements to scale back their vitality consumption. Left unchecked, the vitality and carbon footprint of AI might grow to be a major concern.
To counter this pattern, Mr Nusselder introduces the idea of “tiny AI”, or AI techniques which are 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 vitality? And the way precisely can we be sure that AI continues to develop with out depleting the planet’s assets? These crucial questions and extra are tackled in Roeland Nusselder’s thought-provoking discuss.
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