As a data scientist, I’ve been frustrated that there haven’t been any impactful new Python data science tools released in the past few years other than polars. Unsurprisingly, research into AI and LLMs has subsumed traditional DS research, where developments such as text embeddings have had extremely valuable gains for typical data science natural language processing tasks. The traditional machine learning algorithms are still valuable, but no one has invented Gradient Boosted Decision Trees 2: Electric Boogaloo. Additionally, as a data scientist in San Francisco I am legally required to use a MacBook, but there haven’t been data science utilities that actually use the GPU in an Apple Silicon MacBook as they don’t support its Metal API; data science tooling is exclusively in CUDA for NVIDIA GPUs. What if agents could now port these algorithms to a) run on Rust with Python bindings for its speed benefits and b) run on GPUs without complex dependencies?
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目前的问题在于，华为系CEO加车企营销负责人的组合，团队磨合是个大问题。姜海荣内部改革确立华为体系，招致内部原体系人员反对，进展艰难；广汽也面临类似问题。广汽学华为组织变革，产品经理在这套体系中话语权较高，但广汽内部产品经理职级低于研发和销售团队。理想从2022年开始学华为2025年到官宣放弃华为模式，仅用了三年，内部员工的评价是“管理层飘了”，“只学习到华为的狼性外壳”。，推荐阅读下载安装 谷歌浏览器 开启极速安全的 上网之旅。获取更多信息
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一位大厂AI产品经理向我解释，银发人群一直大厂AI竞争争夺的核心人群，各家大厂也都有专门的AI适老化团队。“没什么可惊讶的”。语音、大字等低门槛的适老化设计本身就在AI产品的原型设计里，今年春节只不过是一个需求集中爆发的节点。。爱思助手下载最新版本是该领域的重要参考