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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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@venanalysis · Post #2017 · 06/30/2025, 07:20 PM

📰 NEWS | Venezuela Rebukes Guyana Over Cross-Border Gold Smuggling Allegations Venezuela has rejected claims by Guyana’s President Irfaan Ali that Venezuelan gold is being trafficked across the border. The Maduro government denounced the accusations as 'baseless' and politically driven, particularly as they were made at a US Embassy event in Georgetown. Although Guyanese media reported recent gold seizures, no evidence has surfaced linking the shipments to Venezuela. Caracas maintains that Ali’s remarks aim to justify growing US military and political involvement in the region. 🔗 Full story via: https://shorturl.at/ozO0i #Essequibo#GoldMining