Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI
Gaël Varoquaux, Alexandra Sasha Luccioni, Meredith Whittaker
Abstract
International audience
Topics & Concepts
Context (archaeology)SustainabilityAsideParadigm shiftScale (ratio)Computer scienceValue (mathematics)Product (mathematics)Risk analysis (engineering)BusinessEpistemologyMachine learningArtPhilosophyPaleontologyBiologyEcologyQuantum mechanicsPhysicsMathematicsLiteratureGeometryExplainable Artificial Intelligence (XAI)Anomaly Detection Techniques and ApplicationsEthics and Social Impacts of AI