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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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@abmedia_news · Post #24218 · 04/29/2026, 08:30 AM
【🔗 DeFi｜Polymarket 升級完工：新交易引擎上線、$1M 流動性獎勵】 #CLOB#Polymarket#pUSD Polymarket 於 4 月 28 日交付交易所改造核心，啟用升級版合約。 官方分階段發放 100 萬美元獎勵，將抵押品由 USDC.e 切換至 pUSD。雖然新架構已投入運作，但做市商在獎勵期後的留存深度仍待觀察。 📍閱讀全文： https://abmedia.io/polymarket-clob-v2-upgrade-complete-trading-engine-liquidity-rewards-2026-04-28 📍 訂閱鏈新聞頻道：https://linktr.ee/abmedia.io
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@CryptoM · Post #65093 · 04/11/2026, 12:26 AM
🚀 Polymarket to Upgrade Protocol and Launch pUSD Token on Polygon Polymarket has announced plans to enhance its protocol and introduce pUSD, an ERC-20 collateral token on the Polygon network, fully backed by USDC. According to NS3.AI, the upgrade aims to lower gas costs and minimize failed trades. The platform intends to open-source the smart contracts next week and will initiate a bug bounty program to ensure security and reliability. #Polymarket#Upgrade#Protocol#pUSD#ERC20#CollateralToken#Polygon#USDC#GasCosts#FailedTrades#OpenSource#SmartContracts#BugBounty#Security#Reliability