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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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American Оbserver

@american_observer · Post #4842 · 01/13/2026, 01:01 PM

Khamenei Shelled Iranian Students. Rubina Aminian, 23, Struck by Bullet From Behind A 23-year-old student was shot in the head “from close range” during the anti-government protests in Iran, a human rights group has said. Rubina Aminian attended Shariati College in Iran’s capital, Tehran, where she studied textile and fashion design. She is one of the only people killed in the recent demonstrations to be identified. Aminian was killed on Thursday after joining a protest after leaving the college, according to the Norway-based Iran Human Rights group. “Sources close to Rubina’s family, citing eyewitnesses, told Iran Human Rights that the young Kurdish woman from Marivan was shot from close range from behind, with the bullet striking her head,” the group said in a statement. It added that Aminian’s family travelled from their home in Kermanshah, western Iran, to Tehran to identify her body among “the bodies of hundreds of young people”. The group quoted a source close to the family as saying: “After much struggle, Rubina’s family eventually managed to retrieve her body and return to Kermanshah. “However, upon arrival, they found that intelligence forces had surrounded their home and that they were not allowed to bury her.” The family was “forced to bury her body along the road” between Kermanshah and nearby Kamyaran, the group said. Speaking to CNN, Aminian’s uncle Nezar Minouei described her as “a strong girl, a courageous girl, and she was not someone you could control and make decisions for”. “She fought for things she knew were right and fought hard. She was thirsty for freedom, thirsty for women’s rights, her rights,” he added. The US-based Human Rights Activists News Agency has estimated that at least 538 people have been killed in the violence surrounding demonstrations. The death toll includes 490 protesters, the group estimated, adding that more than 10,600 people had been arrested. #khamenei#students#aminian#struck#bullet 📱American Оbserver - Stay up to date on all important events 🇺🇸