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AI researchers urged to prioritize efficiency and sustainability in Green AI

Researchers Roy Schwartz and Jesse Dodge argue that the AI community's focus on accuracy over computational efficiency has led to a larger carbon footprint and greater research inequality. They advocate for a shift towards "Green AI," which prioritizes environmental friendliness and inclusivity in AI research. Their work highlights existing successes and practical methods for improving workflow efficiency in AI development. AI

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RANK_REASON Academic researchers published an analysis and advocate for a new approach to AI research.

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AI researchers urged to prioritize efficiency and sustainability in Green AI

COVERAGE [1]

  1. Practical AI TIER_1 · Practical AI LLC ·

    Green AI 🌲

    <p>Empirical analysis from Roy Schwartz (Hebrew University of Jerusalem) and Jesse Dodge (AI2) suggests the AI research community has paid relatively little attention to computational efficiency. A focus on accuracy rather than efficiency increases the carbon footprint of AI rese…