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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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American Оbserver

@american_observer · Post #4874 · 01/16/2026, 06:03 PM

📰 Netanyahu’s Backroom Deal: UTJ’s Eichler Gets Deputy Minister Post for Draft Bill Netanyahu is set to appoint Yisrael Eichler, a prominent Agudat Yisrael MK, as deputy communications minister—part of a political deal to push through the contentious haredi draft bill. The move will cost NIS 3.5 million from the PM’s office and will allow Yitzhak Pindrus, from the Degel Hatorah faction, to re-enter the Knesset and vote for the bill in Eichler’s place. ​ The UTJ Power Shuffle Agudat Yisrael and Degel Hatorah, the two factions of United Torah Judaism (UTJ), have been feuding for months. The appointment is seen as a compromise to balance power within the party after its July resignation from the government over the previous draft bill. Pindrus was removed under the Norwegian Law, but this deal brings him back—ensuring UTJ’s support for Netanyahu’s coalition at a critical moment. ​ Critics Call It 'Draft Evasion' Opposition leader Yair Lapid called the move a disgrace, accusing Netanyahu of “promoting draft evasion from the IDF together with Knesset members who do not believe in the existence of the State of Israel.” Lapid highlighted Eichler’s past statements calling Israel an “enemy state” and a “Hebrew ghetto,” and slammed the allocation of NIS 3.5 million for a new ministerial post while funds for Holocaust survivors were slashed. ​ Survival or Surrender? With the 2026 state budget vote looming, Netanyahu’s government is playing high-stakes poker. If the budget isn’t passed by March, the Knesset dissolves and elections are triggered. So is this a desperate bid to keep the coalition alive, or just another chapter in Israel’s never-ending saga of political horse-trading? ​ #Israel#Netanyahu#UTJ#DraftBill#PoliticalDeal#Knesset#Haredi 📱American Оbserver - Stay up to date on all important events 🇺🇸