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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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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #60602 · 01/26/2026, 04:56 PM

#Expressions 💥Throw sb off 'course : 🔅if sb/sth is thrown off course, they are forced away from the direction they should be travelling in: ▪️ The plane was thrown off course. 2🔅to force sb to change the direction in which their ideas or actions are moving: ▪️ The government was thrown off course by economic problems.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #60129 · 08/23/2025, 06:14 PM

#Expressions 💥Doom and gloom (uncountable) ▪️Something considered indicative of feelings of pessimism and despair. ▪️Antonyms: rainbows and unicorns, sunshine and rainbows. ⚡️The economic forecast contained the usual doom and gloom. ⚡️His sister was all doom and gloom after she lost the part.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #60128 · 08/23/2025, 06:12 PM

#Expressions 💥No great shakes (uncountable) ▪️(idiomatic) Something unexceptional, not noteworthy or special. ▪️Synonyms: nothing to write home about ⚡️You're welcome to stay here, but this hut ain't no great shakes for such as you.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59966 · 07/30/2025, 07:01 PM

#Expressions 💥on the brink ●(idiomatic) Very nearly; imminent; close. ⚜The old building seemed to be on the brink of collapse.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59965 · 07/30/2025, 07:01 PM

#Expressions 🔘on the level ▪️(idiomatic) Honest(ly), sincere(ly), straightforward(ly), fair(ly). 🔸He looks like a used car salesman, but he's really on thelevel, so you can trust him.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59936 · 07/24/2025, 07:00 PM

#Expressions 💥Finer things ●That which is considered of a high quality, expensive or tasteful. •Example: ⚡️I'm not materialistic, though I do enjoy the finer things in life.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59935 · 07/24/2025, 07:00 PM

#Expressions 💥Lose sleep over something •to worry about something •Example: ⚡️I know she's angry with me, but I'm not losing any sleep over it.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59934 · 07/24/2025, 07:00 PM

#Expressions 💥Take the plunge •to do something important or difficult, especially after thinking about it for a long time. ●Example: ⚡️We're finally going to take the plunge and buy a house.

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #59909 · 07/23/2025, 06:16 AM

#Expressions 💥Lend itself to sth FORMAL •to be suitable for a particular purpose •Example: ⚡️The novel's complex, imaginative style does not lend itself to translation.

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