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.
他近兩個小時的演說中，只零星提及少數想法，包括為美國勞工階層設立新的退休儲蓄帳戶，以及與AI公司達成協議，提供足夠電力給其工廠，以及避免消費者電費上漲。他還重新推銷一些舊有想法，例如提供直接補助幫助美國人支付醫療保險費用的計劃、要求所有選民證明公民身份的法律，以及禁止向非法移民發放商業駕照。
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游戏官方给出了一些可能的原因：“是因为我们太真实了？是因为我们在游戏里揭露了太多“杀猪盘”的套路？还是因为我们在剧情里教大家怎么识别“绿茶”手段，怎么在感情里保护自己的钱包和尊严？又或者是，让一些人破防了举报了呢？”
"We've been seeing some families come in for years," says Twig's vice-president Ben Hartwig. "Cases get passed down and the next family member gets to bring them in.