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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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Venture Village Wall 🦄

@venturevillagewall · Post #4321 · 03/06/2025, 01:00 PM

Ethereum Testnet Faces Pectra Hardfork Issues Ethereum's Sepolia testnet encountered a failure post Pectra hardfork activation, halting transaction processing. Developers resolved a bug in the deposit contract within six hours. Prior to this, issues with slot finalization arose in the Holesky testnet. The mainnet launch for Pectra is still set for early April without reported delays, accompanied by a $2M bounty campaign until March 24. #Ethereum#Sepolia#Pectra#blockchain#crypto#technology#devops#networking#bugs#fintech#bountycampaign#mainnet#Holessky#cryptonews#update#softwaredev#smartcontracts#DeFi#testing