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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 #64507 · 04/09/2026, 04:23 AM

🚀 Oil Price Surge and Currency Depreciation: Will Asia Face a 1997 Financial Crisis Again? The recent surge in oil prices, coupled with currency depreciation and increased capital outflow risks, has raised concerns about a potential repeat of the 1997 Asian financial crisis. According to Jin10, these developments have also heightened inflation expectations across the region. However, economists suggest that the similarities to the past crisis may be superficial. They argue that the current economic conditions and financial systems in Asia are more robust and better equipped to handle such challenges compared to the situation in 1997. Despite the alarming indicators, experts believe that the region's improved economic fundamentals and regulatory frameworks could mitigate the risks of a similar financial upheaval. #OilPriceSurge#CurrencyDepreciation#AsianFinancialCrisis#1997Crisis#CapitalOutflow#InflationExpectations#EconomicFundamentals#FinancialSystems#AsiaEconomy