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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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Upwork Profile Mastery

@UpworkProfilePro · Post #601 · 03/09/2026, 05:21 AM

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@dailychannels · Post #6714 · 02/28/2026, 01:00 AM

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Amity University Tashkent

@amityuniversitytashkent · Post #3850 · 09/10/2024, 09:41 AM

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@UpworkProfilePro · Post #471 · 12/03/2025, 01:05 PM

ውጤታማ የUpwork ፕሮፖዛል አጻጻፍ አሸናፊ ወይም ተመራጭ ፕሮፖዛል ማለት ለደንበኛው የፈለጉት ትክክለኛ መፍትሄ እርስዎ እንደሆኑ የሚያሳይ ነው። ብዙ ፍሪላንሰሮች (Freelancers) ስራ የሚያጡት በደንበኛው ፍላጎት ላይ ከማተኮር ይልቅ ስለራሳቸው ብቻ ስለሚጽፉ ነው። ፕሮፖዛልዎ ጎልቶ እንዲታይ እና ተመራጭ እንዲሆን እነዚህን ነጥቦች ይተግብሩ፡ በማራኪ አጀማመር ይጀምሩ (Start strong): ከተቻለ የደንበኛውን ስም በመጥራት ይጀምሩ። ይህ ትኩረት እንደሰጡ ያሳያል። በውጤት ላይ ያተኩሩ (Focus on results): ለደንበኛው ምን አይነት ለውጥ ወይም ውጤት እንደሚያመጡላቸው በግልጽ ያሳዩ። ስለ ችሎታዎ ብቻ ከመናገር ይልቅ፣ ችሎታዎ ለእነሱ ምን እንደሚጠቅም ይንገሯቸው። አጭር እና ግልጽ ይሁን (Be concise): ደንበኞች ብዙ ጊዜ ስለሌላቸው አጫጭር ጽሁፎችን በፍጥነት ነው የሚያነቡት። ሀሳብዎን በአጭሩ፣ ግልጽ እና አሳማኝ በሆነ መንገድ ያቅርቡ። ማስረጃ ያቅርቡ (Show proof): ብቃትዎን ለማሳየት ከዚህ በፊት የሰሩትን ተዛማጅ ስራዎች ወይም ፖርትፎሊዮ (Portfolio) ሊንክ ያያይዙ። ቀጣይ እርምጃ ይጠቁሙ (End with CTA): ደንበኛው መልስ እንዲሰጥ፣ ለስብሰባ (Call) እንዲጋብዝዎት ወይም ስለ ፕሮጀክቱ ዝርዝር እንዲጠይቅዎት በመጋበዝ ይጨርሱ። ማስታወሻ: ፕሮፖዛልዎ ይበልጥ ግልጽ እና ለስራው ተዛማጅ (Relevant) ሲሆን፣ ከደንበኛው መልስ የማግኘት እና ስራውን የማሸነፍ እድልዎ በጣም ሰፊ ይሆናል። #Upwork#Freelancing#Ethiopia#UpworkTips#EthiopianFreelancers#RemoteWork#CareerTips#FreelanceLife#AddisAbaba