#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
苹果 M4 Pro / Max 款 MacBook Pro 推迟发货时间，M5 Pro / Max 机型有望 1 月 28 日发布
苹果美国官网显示，M4 Pro/Max MacBook Pro 机型供应收紧，发货时间推迟至2月6日后，部分定制机型甚至延至3月17日。这通常是新品发布前的迹象。有消息称，搭载M5 Pro/Max芯片的新款MacBook Pro可能于1月28日悄然上架官网。
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Apple unveils new MacBooks, AirPods
Apple unveiled its latest products, including two new MacBook Pro models that use in-house chips, a new generation of AirPods, and a $5-per-month music streaming service
#AppleEvent#MacBookPro#News#Reuters
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