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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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Amazing Geography 🌍

@amazingeo · Post #195 · 09/07/2025, 08:12 PM

🌍 The largest tectonic plate, the Pacific Plate, moves up to 10 centimeters per year—faster than human fingernails grow. Its motion triggers earthquakes and reshapes entire coastlines. ✨ #plate⚡#tectonics⚡#earthquakes⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #314 · 09/30/2025, 12:31 PM

🌍 The Himalayas are growing taller each year because the Indian plate keeps pushing into the Eurasian plate. This slow collision also makes the region one of the world’s most earthquake-prone. ✨ #plate⚡#tectonics⚡#earthquakes⚡#mountains⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #467 · 11/21/2025, 12:31 PM

🌍 Every year, thousands of tiny earthquakes ripple along Earth's mid-ocean ridges as tectonic plates slowly spread apart. These hidden quakes help shape much of the seafloor without being felt on land. ✨ #plate-tectonics ⚡#seafloor⚡#earthquakes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #39 · 08/13/2025, 12:12 AM

🌍 Earth's crust is in constant motion due to convection currents—slow, swirling movement of hot rock deep below the surface. This drives plate movement, causing earthquakes and forming new land. ✨ #processes⚡#plate⚡#tectonics⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍