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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 #64842 · 04/10/2026, 03:34 AM

🚀 Solana's Neutral Trade Responds to Drift Attack Impact Neutral Trade, a quantitative strategy sharing platform within the Solana ecosystem, announced that it is assessing the impact of the Drift attack on its platform and users. According to Foresight News, the team is awaiting further investigation results from Drift. The update includes the suspension and removal of all 'Drift Architecture' vaults from the homepage, although users can still view related positions on the portfolio page. Currently, the homepage only displays the 'Neutral Strategy' proprietary strategy vaults, which are operating normally and have not suffered any losses. The 'Neutral Strategy' vaults have undergone independent audits by Halborn, Offside Labs, and Quantstamp, and are integrated with FORDEFI's enterprise-grade security solutions. Although the NT Earn vaults had Drift position configurations, Neutral's risk engine detected anomalies during the attack and preemptively withdrew funds to Jupiter Lend and Kamino, preventing any losses. Neutral Trade is committed to advancing security upgrades and is considering joining the STRIDE ecosystem security program supported by the Solana Foundation. Previously, Neutral Trade reported a loss of approximately $3.67 million due to the Drift attack. #Solana#NeutralTrade#DriftAttack#CryptoSecurity#DeFi#Blockchain#STRIDE#JupiterLend#Kamino#QuantitativeStrategy#SOL#JUP