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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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Interesting Planet 🌍

@interesting_planet_facts · Post #951 · 10/22/2025, 08:11 PM

🌎 In 1938, miners unearthed grooved stone spheres buried deep in South Africa. Some are nearly perfectly round, with parallel grooves, and date back over 2.8 billion years. These “Klerksdorp spheres” were found in pyrophyllite deposits and their natural or human origin is still debated. ✨ #archaeology⚡#mystery⚡#spheres 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #223 · 09/12/2025, 01:12 PM

🌍 The highest forests on Earth grow above 4,900 meters in the Andes, where trees survive thin air, cold temperatures, and strong sunlight—an extreme zone where biosphere meets atmosphere and lithosphere. ✨ #spheres⚡#Andes⚡#ecosystems⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​