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Left unchecked, AI’s vitality and carbon footprint may change into a big 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 vitality. In his speak, 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 speedy growth of AI applied sciences may probably overwhelm our present vitality infrastructure, except we make vital improvements to cut back their vitality consumption. Left unchecked, the vitality and carbon footprint of AI may change into a big 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 make sure that AI continues to develop with out depleting the planet’s assets? These vital questions and extra are tackled in Roeland Nusselder’s thought-provoking speak.
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