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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 #21511 · 02/24/2026, 10:33 AM

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#Commentary: From #Derg to #EPRDF to Present: #Ethiopia’s unfinished nation-state-building journey In this commentary, Merera Gudina traces Ethiopia’s persistent instability to failed state-building across the imperial, Derg, and EPRDF eras. He argues each collapse stemmed from rulers prioritizing personal power over the "equality of Ethiopian peoples" and their "thirst for development." Merera recounts how Emperor Haile Selassie’s 60-year reign ended ignominiously, even as hundreds of thousands perished in #Wollo, while the Derg, despite abolishing feudal landholding, succumbed to an "extreme lust for power," enforcing Stalinist "#Red_Terror" and destroying movements. The EPRDF era, meant to resolve the "nationalities question," became a 27-year "crude joke." Today, Ethiopia faces a "final frontier," requiring an end to "political theater" and "sham elections" for genuine unity. https://addisstandard.com/?p=55338

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