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Source channel @githubtrending · Post #15239 · Oct 21

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

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@abmedia_news · Post #24483 · 05/10/2026, 12:47 AM

【🔒 資訊安全|LayerZero 公開道歉、承認 1/1 DVN 配置設計缺陷:預設全面升級至 5/5】 LayerZero 5/9 公開道歉,承認 Kelp DAO 4/18 駭客事件中的設計缺陷:「我們允許 DVN 在高價值交易中以 1/1 模式運作、是一個錯誤。」立場從前數週指責 Kelp 自家配置選擇,反轉為承認自身基礎建設責任。同步公布技術政策修正:DVN 不再為 1/1 配置提供服務、所有路徑預設遷移至 5/5、最低 3/3。態度反轉發生在 Solv Protocol 5/8 公布 7 億美元代幣化 BTC 遷移到 Chainlink 的次日。 #LayerZero#KelpDAO#DVN 📍閱讀全文: https://abmedia.io/layerzero-public-apology-kelp-dao-exploit-dvn-may-2026