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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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@venturevillagewall · Post #3771 · 01/02/2025, 04:00 AM

Bitcoin Referendum Proposal in Switzerland Swiss legislator Samuel Kullmann proposes a referendum to enshrine Bitcoin in the Swiss Constitution. To advance, 100,000 signatures are needed within 18 months. The plan is currently under federal review. Read more here. Aave hits record $33.4 billion in net deposits, surpassing the previous 2021 peak. In 2024, Aave launched v4, adding markets like Sonic, Mantle, Linea, BOB, Spider Chain, and Aptos. More details here. #Bitcoin#Switzerland#Aave#Crypto#Blockchain#Lending#Finance#DeFi#Regulation#Constitution#NetDeposits#AaveV4#Sonic#Mantle#Linea#BOB#SpiderChain#Aptos#VC#Law