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Dataland, the world's first museum of AI arts, opens in Los Angeles with artist Refik Anadol's immersive installation 'Machine Dreams: Rainforest,' which uses a custom Large Nature Model trained on ethically sourced data to create interactive digital displays, aiming to redefine AI art beyond generative slop.
The author critiques the trend of token maximization in LLM usage and argues for a shift toward Return on Tokens (ROT) through optimization and routing for sustainable AI deployment.
The article discusses the 'AI power wall' where compute growth outpaces efficiency gains, proposing four paradigm shifts—neuromorphic, photonic, memory-centric, and approximate computing—to make AI sustainable, and promotes the upcoming 'Watt Matters in AI' conference addressing full-stack energy reduction.