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Tao, Ante, OCaml

And he’s not alone amongst AI titans. Nvidia CEO Jensen Huang is quoted in the same story as saying that AI skeptics are “scaring people from making the investments in AI” that would make it better.

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Abstract:Autoregressive decoding is bottlenecked by its sequential nature. Speculative decoding has become a standard way to accelerate inference by using a fast draft model to predict upcoming tokens from a slower target model, and then verifying them in parallel with a single target model forward pass. However, speculative decoding itself relies on a sequential dependence between speculation and verification. We introduce speculative speculative decoding (SSD) to parallelize these operations. While a verification is ongoing, the draft model predicts likely verification outcomes and prepares speculations pre-emptively for them. If the actual verification outcome is then in the predicted set, a speculation can be returned immediately, eliminating drafting overhead entirely. We identify three key challenges presented by speculative speculative decoding, and suggest principled methods to solve each. The result is Saguaro, an optimized SSD algorithm. Our implementation is up to 2x faster than optimized speculative decoding baselines and up to 5x faster than autoregressive decoding with open source inference engines.

It might sound like the stuff of daydreams now, but once upon a time it was briefly the very real intention of Sony and Nintendo to collaborate on a console. Nicknamed the Nintendo PlayStation, the idea was that a new CD-ROM format backed by Sony would be added to the cartridge-based Super NES, resulting in a hybrid console that could play both.

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2026-03-03 00:00:00:0本报记者 韩俊杰3014317110http://paper.people.com.cn/rmrb/pc/content/202603/03/content_30143171.htmlhttp://paper.people.com.cn/rmrb/pad/content/202603/03/content_30143171.html11921 全员在岗,协力保障通行顺畅(新春走基层)