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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Pavitt says what we feel to be destiny may be a pull from our nervous system recognising something that hurt us before and trying to fix it, a pattern therapists call a trauma bond.
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对于创作者而言，技术正从一个难以驾驭的“创意伙伴”，转变为一个真正得心应手的“创作工具”，好的创意只会获得更大的发挥空间。
潮流走紅之後，中國官方也開始熱烈回應，中國官媒新華社和《人民日報》亦陸續跟蹤發文，稱這是中國軟實力增強的象征。。关于这个话题，safew官方版本下载提供了深入分析