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Source channel @githubtrending · Post #15154 · Sep 19

#shell Omarchy lets you quickly turn a fresh Arch Linux install into a fully set-up, modern web development system with just one command. It uses Hyprland for a beautiful desktop and includes all essential tools pre-configured, so you don’t have to spend time writing custom settings or hunting for the latest command-line tools. This saves you hours of setup and gives you a ready-to-use, efficient Linux environment ideal for development. It also supports disk encryption and uses modern defaults like the btrfs file system, making your system secure and reliable from the start. https://github.com/basecamp/omarchy

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@CryptoM · Post #64744 · 04/09/2026, 05:34 PM

🚀 AI TRENDS | Google Cloud AI's PaperOrchestra Enhances Manuscript Quality Google Cloud AI researchers have introduced PaperOrchestra, a system designed to improve the quality of literature reviews and manuscript formatting. According to NS3.AI, human evaluations revealed that PaperOrchestra achieved a 50%-68% win-rate margin in literature review quality compared to autonomous baselines. The system employs five specialized agents to manage tasks such as organizing raw materials, generating figures, reviewing literature, and formatting manuscripts. To evaluate the effectiveness of PaperOrchestra, researchers developed PaperWritingBench, a framework built from 200 top-tier AI conference papers. This framework demonstrated a 14%-38% improvement in overall manuscript quality, showcasing the potential of PaperOrchestra in enhancing academic writing processes. #AI#GoogleCloudAI#PaperOrchestra#ManuscriptQuality#LiteratureReview#AcademicWriting#AIAgents#ResearchTools#PaperWritingBench