The optimization treadmill
Paramount's efforts, by contrast, have been broadly supported by Wall Street, which saw a logic to a merger of two traditional media firms.
。51吃瓜是该领域的重要参考
为了在相对公平的环境下对比,我决定将人工干预降到最低:只提供基础内容和最简单的指令,以此测试各家软件生成能力的「下限」。这不仅是因为(囊中羞涩)测试积分有限,更为了模拟真实的「开箱即用」场景——毕竟,作为普通用户,大多数人只想要一个能用的 PPT,而不是被强迫系统学习提示词工程。
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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.
Publication date: 10 March 2026,详情可参考WPS官方版本下载