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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 #64614 · 04/09/2026, 11:01 AM

🚀 Binance to Launch RateX Trading Competition with Token Rewards According to the announcement from Binance, the platform is set to introduce the RateX Trading Competition on Binance Alpha. This event will take place over two distinct promotion periods, offering participants the opportunity to earn exclusive token rewards. The first promotion period is scheduled from 2026-04-09 13:00 (UTC) to 2026-04-16 13:00 (UTC), followed by the second from 2026-04-16 13:00 (UTC) to 2026-04-23 13:00 (UTC). Participants will be ranked based on their total purchase volume of RateX (RTX) tokens during each period. The top 2,040 users in each period will share a pool of 61,200 RTX tokens, with each eligible participant receiving 30 RTX tokens. Participation in the competition requires trading through Binance Wallet (Keyless) or Binance Alpha, as third-party dApp transactions are excluded. Only cumulative purchases will count, with no volume caps imposed on participants. However, token bridging transactions are not eligible. Notably, trading volume from Alpha-to-Alpha token pairs will not contribute to Alpha Points or competition rankings, effective from 2025-06-17 00:00 (UTC). Rewards will be distributed in RTX tokens and must be claimed by eligible users before 2026-05-07 13:00:00 (UTC). Unclaimed rewards within 14 days will be forfeited. To participate, users must click 'Join' on the Binance App event page, ensuring their trading volume is counted. The latest version of the Binance App and a backed-up Binance Wallet (Keyless) are required. Rankings will be calculated automatically post-promotion, and winners can claim rewards via their Binance Alpha accounts or Binance Wallet (Keyless). Binance reserves the right to amend the terms of the competition at its discretion. #Binance#RateX#TradingCompetition#TokenRewards#CryptoEvent#BinanceAlpha#RTX#TokenDistribution#BinanceWallet#TradingVolume#CryptoPromotion#TokenBridging#CompetitionRanking#AlphaPoints#BinanceApp#Keyless