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Source channel @githubtrending · Post #15392 · Jan 6

#powershell#flare#malware_analysis#reverse_engineering FLARE-VM lets you quickly set up a full reverse engineering and malware analysis environment on a Windows 10+ virtual machine using simple scripts with Chocolatey and Boxstarter. Prepare a VM with 60GB disk, 2GB RAM, no spaces in username, internet, disabled Windows Updates, Tamper Protection, and anti-malware; then run the installer.ps1 script as admin after downloading it. This saves you hours of manual tool installs like IDA Free, Ghidra, and Binary Ninja, giving a ready-to-use, snapshot-revertible lab to safely analyze threats and boost your cybersecurity work. https://github.com/mandiant/flare-vm

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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