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A minimalist Transformer achieves maximum expressive power: this teaser explores how VAR’s pyramid up-sampling and self-attention together prove universality, reshaping how we think about efficiency, simplicity, and generative AI theory.

Innovative methods make artificial intelligence work efficiently on tiny sensors with limited power and memory.

MIT researchers have built a photonic chip that can do all the necessary calculations for deep neural networks using only light.