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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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Addis Standard

@addisstandardeng · Post #21946 · 04/06/2026, 06:58 AM

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#Ethiopia aid worker tells of daily struggle to find water in land littered with cow skulls A #Scottish aid worker who recently visited Ethiopia has told of the harrowing daily struggles people face there to get safe water. Ben Wilson of the Scottish Catholic International Aid Fund (#SCIAF), who visited the #African nation last June, told of landscapes devastated by drought and littered with the skulls of dead cattle. It comes as the charity’s annual Wee Box appeal this Easter focuses on water, with Scots urged to give generously to fund taps and wells in some of the world’s poorest nations. SCIAF is also urging Keir Starmer to reverse his controversial move to slash international aid to 0.3 per cent of national income - the lowest level since 1999 - in order to boost defence spending. Ben told the Sunday Mail: “Water poverty is still such a huge problem around the world, with hundreds of millions of people......... https://www.dailyrecord.co.uk/news/scottish-news/ethiopia-aid-worker-tells-daily-36969445

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