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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_facts · Post #1294 · 02/15/2026, 12:11 PM

🌎 On August 24, 79 CE, Mount Vesuvius erupted violently, burying the Roman cities of Pompeii and Herculaneum in volcanic ash. This sudden eruption killed thousands and preserved entire towns under meters of ash, offering archaeologists rare insight into daily Roman life. ✨ #volcano⚡#archaeology⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #1079 · 11/27/2025, 10:11 PM

🌎 In 1816, a year after the Tambora volcano erupted in Indonesia, much of the world experienced a “Year Without a Summer.” Temperatures dropped globally, causing widespread crop failures and food shortages. Snow fell in June in parts of North America and Europe, and some regions lost up to 75% of their harvests. ✨ #volcano⚡#climate⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #1333 · 03/08/2026, 12:11 PM

🌎 A massive volcanic eruption at Lake Toba in Indonesia about 74,000 years ago was one of Earth’s largest known explosions. The eruption released so much ash that it may have triggered a global volcanic winter, cooling the planet and affecting early human populations. Its crater now forms Lake Toba, the world’s largest volcanic lake at about 100 kilometers long. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #803 · 09/23/2025, 06:11 PM

🌎 The 1902 eruption of Mount Pelée on Martinique destroyed the city of Saint-Pierre within minutes, killing over 28,000 people. It is the deadliest volcanic disaster of the 20th century. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #770 · 09/17/2025, 08:22 PM

🌎 The Toba supereruption in Indonesia about 74,000 years ago was one of the largest volcanic events in the last 2 million years. It ejected 2,800 cubic kilometers of material, triggered a global volcanic winter, and may have caused a dramatic human population decline, as shown by genetic studies indicating a bottleneck in human evolution. ✨ #volcano⚡#history⚡#catastrophe 👉subscribe Interesting Planet ​

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@interesting_planet_facts · Post #736 · 09/12/2025, 06:22 PM

🌎 The 1883 eruption of Krakatoa was one of the most violent volcanic events in recorded history. It unleashed explosive blasts heard 3,000 kilometers away, generated giant tsunamis, and ejected ash high into the atmosphere—causing global temperatures to drop and vivid sunsets worldwide for years after. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet ​

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