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Source channel @githubtrending · Post #15607 · Apr 7

#python#ai_agents#ai_tutor#clawdbot#cli_tool#deepresearch#interactive_learning#large_language_models#multi_agent_systems#rag DeepTutor v1.0.0 is an open-source AI tutoring tool with personalized TutorBots, unified chat modes for solving problems, quizzes, research, and math animations, plus knowledge bases from your PDFs, persistent memory of your learning style, AI co-writing, and guided plans—all via easy web, Docker, or CLI setup. You benefit by getting a smart, evolving study companion that adapts to you, boosts understanding with interactive tools, and saves time on tough topics without starting over. https://github.com/HKUDS/DeepTutor

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AI & Law

@ai_and_law · Post #638 · 08/19/2025, 07:04 AM

🇫🇷🇩🇪Franco-German Guidance on Zero-Trust LLM Security France’s Agence nationale de la sécurité des systèmes d’information (ANSSI) and Germany’s Federal Office for Information Security (BSI) have jointly issued a paper on applying zero-trust principles to large language models. The document identifies common design vulnerabilities and operational risks in LLM deployment, stressing the need for a security architecture that assumes no implicit trust. The recommendations focus on three key safeguards: ✔️ restricting system access rights to the minimum necessary, ✔️ increasing transparency in algorithmic decision-making, and ✔️ ensuring continuous human oversight. This coordinated stance from two of Europe’s leading cybersecurity authorities signals a growing emphasis on proactive governance of AI systems at the infrastructure level. #AIsecurity#LLM#ZeroTrust#CyberRegulation