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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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@amazingeo · Post #599 · 01/28/2026, 08:31 PM
🌍 Space-based radar now tracks land subsiding from groundwater loss, revealing areas sinking by centimeters each year. These invisible changes help pinpoint regions at risk of flooding and damage. ✨ #remote⚡#sensing⚡#satellite⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #299 · 09/26/2025, 03:31 PM
🌍 Satellites now measure plant health from space by tracking tiny shifts in leaf color. This "vegetation index" helps predict crop yields and monitor droughts across continents. ✨ #remote⚡#sensing⚡#satellites⚡#agriculture⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #257 · 09/18/2025, 03:12 AM
🌍 Remote sensing satellites can spot changes in city heat by mapping temperature from space. These maps reveal "urban heat islands," where cities are much hotter than their surroundings. ✨ #remote⚡#sensing⚡#satellites⚡#urban⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #414 · 10/25/2025, 12:31 PM
🌍 New satellites use lasers to measure the height of forests from space. This lets scientists track forest growth and loss worldwide with detail never possible from the ground. ✨ #remote⚡#sensing⚡#satellites⚡#forests⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #338 · 10/06/2025, 12:31 PM
🌍 Remote sensing satellites can now detect wildfire smoke plumes traveling thousands of kilometers. These space-based observations help track air quality and protect health far beyond fire zones. ✨ #remote⚡#sensing⚡#satellites⚡#airquality⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels