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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?
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Perplexity 推出 Perplexity ComputerAI 搜索平台 Perplexity 于 2 月 26 日正式发布 Perplexity Computer——一款基于浏览器的新型聊天界面，可整合多个具备自主执行能力的 AI 模型，自动完成端到端工作流。
Elise is going to see Harry Styles in Wembley, but said being able to see major artists in the north of England would 'make such a difference, especially money-wise'.