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Here's a hint for today's Connections: Sports Edition categoriesWant a hint about the categories without being told the categories? Then give these a try:

В сети появились кадры российского газовоза, атакованного Украиной в Средиземном море. Фото опубликовал проект OSINTtechnical в соцсети X.

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当一个工具能以近乎为零的边际成本,在几分钟内完成过去需要一个团队数周才能完成的工作时,从业者的“饭碗”焦虑,便不再是杞人忧天。

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Last week we released NanoGPT Slowrun , an open repo for data-efficient learning algorithms. The rules are simple: train on 100M tokens from FineWeb, use as much compute as you want, lowest validation loss wins. Improvements are submitted as PRs to the repo and merged if they lower val loss. The constraint is the inverse of speedruns like modded-nanogpt , which optimize wall-clock time. Those benchmarks have been hugely productive, but optimizing for speed filters out expensive ideas: heavy regularization, second-order optimizers, gradient descent alternatives. Slowrun is built for exactly those ideas.