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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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@CryptoM · Post #64591 · 04/09/2026, 09:34 AM

🚀 Minority Investors Express Concerns Over Estée Lauder's Acquisition Plan for Puig Minority investors are expressing skepticism about the Estée Lauder founding family's proposal to acquire Puig. Wall Street Journal (Markets) posted on X, highlighting that despite these concerns, the founding family may still proceed with the acquisition. The plan involves significant financial commitments, which has led to apprehension among minority stakeholders. However, the influence of the founding family could potentially override these doubts, allowing the acquisition to move forward. The outcome of this situation remains uncertain as discussions continue. #EstéeLauder#Puig#Acquisition#MinorityInvestors#FinancialMarkets#MergersAndAcquisitions#WallStreet