#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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https://twitter.com/CetusProtocol/status/1680832630890156032?s=20
@everyone
Big news 🐳 Our "Concentrated Liquidity" pool is LIVE on the #Sui devnet! Designed for Sui's object-oriented structure, our #CLMM offers better capital efficiency, deeper markets & more programmability. Join our public test & help us make it stronger for future mainnet release!
https://twitter.com/cetusprotocol/status/1634204236769632257?s=46&t=ccsj9rNrt7PjDyElYNOfhQ
@everyone
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https://twitter.com/cetusprotocol/status/1615351869861408769?s=46&t=6A2MjEjk9axhFYN50xgAVQ
@everyone
From alpha to beta, the biggest upgrade is to introduce the Concentrated Liquidity Market Maker (#CLMM), making #Cetus the first purely CLMM-based DEX with strong accessibility and security on #Aptos mainnet.
For more info, please check via
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https://twitter.com/CetusProtocol/status/1614263895002320896?s=20&t=03l0WjUh4HPq2H1rlAFKLA
@everyone
And now, with the latest beta version, here is the tutorial on how to add liquidity on Cetus which can also participate in our LP campaign.
Medium Article:
https://medium.com/@CetusProtocol/tutorial-how-to-add-liquidity-on-cetus-beta-clmm-fbfc529cfce3
#Aptos#CLMM#DeFi
https://twitter.com/CetusProtocol/status/1614159279191359488?s=20&t=pXosexBzqEiMmDee1Qw6FQ
@everyone
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https://twitter.com/CetusProtocol/status/1613877529169002496?s=20&t=OuwTEqbMPvEgyc7jzXVkgA
@everyone
Aptos Mainnet has arrived! To celebrate this, we are hosting a Giveaway of 300 XP and 5 OG roles to 5 winners🔥@everyone
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https://twitter.com/CetusProtocol/status/1582361041790717953
@everyone
💥Brand new alpha version of #Cetus is NOW LIVE on #Sui Devnet!!
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https://twitter.com/CetusProtocol/status/1592871290599542785?s=20&t=THmh2WKC7kM7X0PfXpqjEQ
@everyone