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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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Anarcho Gardening

@anarchogardening · Post #3148 · 03/20/2026, 01:44 PM

The richest 10% now receive 53% of global income 💰 and own 75% of all wealth 🌍, yet inequality alone does not cause unrest. A study of 120 countries (1996–2020) shows it becomes politically destabilizing only when internet use 📱 exceeds 50% of the population by increasing information and coordination. Read Full Article #Inequality#WealthDistribution#PoliticalStability#InternetImpact#GlobalEconomics

Venture Village Wall 🦄

@venturevillagewall · Post #4034 · 01/31/2025, 01:00 AM

Bitcoin Gains Ground as Fiat Weakens 🇺🇸 Vivek Ramaswamy discusses why Bitcoin surpasses fiat. New investors hold 50.2% of Bitcoin wealth, lower than past ATHs: 85% in 2018 and 74% in 2021. Tether integrates USDt into Bitcoin's ecosystem with new Lightning Network support, enhancing speed and decentralization. ApeChain joins Humanity Protocol's zkProofer network to improve digital identity. USDC Treasury burns 90 million USDC. SEC approves Bitwise Spot Bitcoin and Ethereum ETF. #Bitcoin#Tether#LightningNetwork#DeFi#USDC#ETFs#Crypto#Investment#DigitalIdentity#SEC#VivekRamaswamy#AdinRoss#WealthDistribution#Taproot#Security#Scalability#Finance#Treasury#USDT#ApeChain#zkProofer