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Source channel @githubtrending · Post #15354 · Dec 22

#powershell EntraGoat creates a safe, vulnerable Microsoft Entra ID setup in your test tenant using PowerShell and a web interface for easy deployment of scenarios like privilege escalation attacks. Clone the GitHub repo, install tools, run scripts for challenges with flags, solutions, and cleanups—no extra costs. You benefit by safely practicing real-world identity hacks, spotting misconfigurations, and boosting your skills to secure production systems without risks. https://github.com/Semperis/EntraGoat

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Crypto M - Crypto News

@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