Sam Bhagwat Co-founder & CEO, Mastra
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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保持一致的家庭原则：目前看来，教育孩子最忌讳的就是人多嘴杂，在各种问题上出现「分歧」。所以要进一步保持一致。教育孩子一个人张嘴，其他人要不闭嘴要不打好配合，绝对不能互相拆台。大人的问题，大人私下沟通，绝不在孩子面前争吵，给孩子一个温暖、和谐、快乐的成长环境。
Nature staff discuss some of the week’s top science news.。关于这个话题，heLLoword翻译官方下载提供了深入分析
据新华社电 中央军委晋升上将军衔仪式23日在北京八一大楼举行。中央军委主席习近平出席晋衔仪式。上午10时许，晋衔仪式在庄严的中华人民共和国国歌声中开始。中央军委副主席张又侠宣读了中央军委主席习近平签署的晋升上将军衔命令。中央军委副主席何卫东主持晋衔仪式。习近平向晋升上将军衔的陆军政治委员陈辉颁发命令状，表示祝贺。佩戴了上将军衔的陈辉向习近平敬礼，向参加仪式的全体同志敬礼，全场响起热烈掌声。晋衔仪式在嘹亮的中国人民解放军军歌声中结束。中央军委委员刘振立、张升民，军委机关各部门、军队驻京有关单位主要负责同志等参加晋衔仪式。SourcePh" style="display:none"。关于这个话题，heLLoword翻译官方下载提供了深入分析
A village meeting was called for Hinkley Point C to explain their idea.