He connected them with a coastal walk veteran, who was "an absolute gold mine of information", sending them off with high-vis vests for road walking and a collection of maps.
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.
，这一点在同城约会中也有详细论述
热力图可以理解为一张“重点标记图”——图像中颜色越深的区域，代表模型应该越关注。比如指令是让机器人开办公室门，它会重点盯着门把手，而不是整扇门——不管门是木门、玻璃门还是什么颜色，只要把手在那儿，它就知道怎么操作。回到工厂搬料箱的场景也一样，模型关注的是把手，不是整个料箱，更不是整个视野里的工厂。，推荐阅读51吃瓜获取更多信息
在跨应用协作层面，Claude 现在可以在 Excel 与 PowerPoint 之间端到端完成多步骤任务。它能先在 Excel 中完成数据分析，再自动生成 PowerPoint 演示文稿，目前以研究预览形式向 Mac 和 Windows 平台所有付费用户开放。。WPS下载最新地址对此有专业解读