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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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AppPie

@AppPie · Post #2577 · 11/19/2025, 10:03 AM

#Apple Apple 为妙控配件和140W USB-C 电源适配器发布新的固件更新 • 140W USB-C 电源适配器:1.4.73 → 1.4.84 • 妙控板 (USB‑C):3.1.3 → 3.1.9 • 妙控键盘 (USB–C):3.1.4 → 3.1.9 • 妙控板 2:3.1.1 → 3.1.8 更新内容 未知,Apple 未提供更新说明。 source #AppleFirmwareUpdate#MagicKeyboard#MagicMouse#MagicTrackpad 📮 频道 @AppPie 🌐 网站 apppie.com