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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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Suxrob Xurramov | Blog

@suxrobblog · Post #1376 · 01/19/2026, 04:52 PM

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Vaqtning o‘tishini qarang… Kechagina LC-UP jamoasi bilan tanishgandekman. Odatda ilmiy yo‘nalishdagi loyihalar bilan ishlaganim sabab, kichkina yangilanish sifatida boshlangan hamkorlik oxir-oqibat butun ilovani to‘liq redesign qilishga olib kelgandi. Shunga qaramay, bugun qariyb 50 000 foydalanuvchiga ega bo‘lgan student ilovalarini yangilashga ulgurdik. Ular orasida LC-UP, My School, Vision School, TM school va (oliygoh,uz sayti) boshqa loyihalar ham bor. Vaqt shunchalik tez o‘tibdiki, 6 oy qanday o‘tib ketganini sezmay qolibman. Bu loyiha uchun qilgan research’larim, o‘rganilgan muammolar va topilgan yechimlar hanuz yodimda. Bu yerda faqat dizayn emas, balki haqiqiy product bilan yashash tajribasi bo‘ldi desam ham mubolagʻa boʻlmaydi. Sababi, ilova kundan kunga takomillashib bormoqda. Funksiyanallik taraflama men bemalol ayta olamanki, boshqa raqobatchilarning tushiga kirmagan geymfikatsion yechimlar oʻylab topgan edim. Unaqasi hattoki Duolingoda ham yoʻq! :) P.s. Oʻzim ham harchoq ilovadan student sifatida foydalanib turaman.😅 @suxrobblog #lcup#keys

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Suxrob Xurramov | Blog

@suxrobblog · Post #1312 · 12/19/2025, 08:01 PM

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💤Avval - Keyin ✅ LC-UP Student ilovasi uchun tayyorlangan keysimdan lavhalar. 🖥 Toʻliq taqdimot tez kunda Behance platformasida.... @suxrobblog #lcup#keys

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