Nature, Published online: 25 February 2026; doi:10.1038/d41586-025-04161-7
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比如「想喝水」、「想要吃xx」、「想要xx」来帮她完善表达。我们会给她演示一遍,然后让她重复一遍,说对了或做对了就表扬她,鼓励她;也告诉她,有什么需要就大胆说出来。
Many people reading this will call bullshit on the performance improvement metrics, and honestly, fair. I too thought the agents would stumble in hilarious ways trying, but they did not. To demonstrate that I am not bullshitting, I also decided to release a more simple Rust-with-Python-bindings project today: nndex, an in-memory vector “store” that is designed to retrieve the exact nearest neighbors as fast as possible (and has fast approximate NN too), and is now available open-sourced on GitHub. This leverages the dot product which is one of the simplest matrix ops and is therefore heavily optimized by existing libraries such as Python’s numpy…and yet after a few optimization passes, it tied numpy even though numpy leverages BLAS libraries for maximum mathematical performance. Naturally, I instructed Opus to also add support for BLAS with more optimization passes and it now is 1-5x numpy’s speed in the single-query case and much faster with batch prediction. 3 It’s so fast that even though I also added GPU support for testing, it’s mostly ineffective below 100k rows due to the GPU dispatch overhead being greater than the actual retrieval speed.
Новый выпуск журнала, который вышел 26 февраля, посвятили моде. Помимо Шейк, его также представили топ-модели Лоли-Байю и Бинкс Уолтон.