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Source channel @githubtrending · Post #15372 · Dec 28

#shell#arch#bash#discord#dpi#goodbyedpi#linux#nfqws#nftables#ubuntu#youtube#zapret This Linux script (tested on Ubuntu 24.04 and Arch) easily sets up Zapret to bypass YouTube slowdowns and Discord blocks using Flowseal configs. Clone the repo, run `sudo bash main_script.sh` to pick a strategy (like general.bat), network interface, and save settings in conf.env for quick non-interactive launches or auto-start via `sudo bash service.sh`. It uses nftables, cleans up on stop, and skips auto-updates to stay stable. You get fast, reliable access to YouTube videos and Discord chats without hassle. https://github.com/Sergeydigl3/zapret-discord-youtube-linux

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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