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Source channel @githubtrending · Post #14639 · Apr 27

#python#agent_computer_interface#ai_agents#computer_automation#computer_use#grounding#gui_agents#in_context_reinforcement_learning#memory#mllm#planning#retrieval_augmented_generation Agent S2 is a smart AI assistant that handles computer tasks by breaking them into smaller steps and using specialized tools for each part, making it highly adaptable and efficient across different systems like Windows and Android. It outperforms other AI tools in completing complex tasks, learns from experience, and adjusts plans as needed, helping users automate digital work more reliably and effectively. https://github.com/simular-ai/Agent-S

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Crypto M - Crypto News

@CryptoM · Post #65420 · 04/13/2026, 06:35 AM

🚀 Future Market to Be Dominated by Compliant Multi-Jurisdiction CEX and Native On-Chain DEX The future of the market is expected to be shaped by compliant multi-jurisdiction centralized exchanges (CEX) and native on-chain decentralized exchanges (DEX), with both playing complementary roles. According to PANews, these two types of exchanges will lead the way in the evolving landscape, each offering distinct functionalities that cater to different needs within the financial ecosystem. The compliant multi-jurisdiction CEX will provide regulated environments for trading, ensuring adherence to legal standards across various regions. Meanwhile, native on-chain DEX will offer decentralized platforms that prioritize transparency and user control, allowing for peer-to-peer transactions without intermediaries. Together, these exchanges will create a balanced market structure, leveraging their unique strengths to meet the diverse demands of users and investors. #FutureMarket#CompliantExchanges#MultiJurisdiction#CEX#OnChainDEX#DecentralizedExchanges#Transparency#UserControl#FinancialEcosystem#PeerToPeerTransactions#MarketStructure