其强调,今年将是小鹏具身智能从「能做」到「能量产」的分水岭,小鹏要做全球第一家让机器人、飞行汽车、Robotaxi 三大前沿 AI 业务,在同一年全面量产的科技公司:
这相当于让AI学会了“团队作战”,杨植麟表示,“高质量数据的增长速度赶不上算力增长,Agent Swarm可以被视为测试时扩展的一种形式,同时也提供了训练时扩展的方式。”
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This plan comes with 100 credits/month with 25k Words with one user seat. It’s an excellent option for individuals or small businesses.。关于这个话题,服务器推荐提供了深入分析
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.