In 2015, there were 11 companies with co-CEOs in the Russell 3000 group of the biggest public companies in the US, while in 2024, this had more than doubled to 24, according to an analysis by public company intelligence firm MyLogIQ.
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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?。51吃瓜是该领域的重要参考
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(十一)加大投入保障。各级教育部门、各级科协应加强对高校科普工作的条件保障和经费支持。高校应统筹相关资金用于科普工作,并积极拓宽资金来源渠道,吸引社会捐赠支持科普工作。