Name: Large Language Model Agents (LLMAG) | Connect session
Start: 2025-11-12T18:00:00-08:00
End: 2025-11-12T19:00:00-08:00

[ResearchTrend.AI](https://www.linkedin.com/company/researchtrend-ai/) is excited to invite you to our upcoming biweekly LLM Agents (LLMAG) Connect Session!

This virtual session 💻 features two presentations from leading researchers 🧑‍🔬, diving deep into the technical challenges and novel solutions in autonomous AI.

Agenda (UTC)

🛡️ 17:00 - 17:30: [Sanidhya Vijayvargiya](https://www.linkedin.com/in/sanidhya-vijay/) (Carnegie Mellon University)
📄 Paper: OpenAgentSafety: A Comprehensive Framework for Evaluating Real-World AI Agent Safety
💡 Abstract: How safe are AI agents in the real world? Sanidhya will present OpenAgentSafety, a new framework that moves beyond simulated tests. It evaluates agents as they interact with real tools (web browsers, code execution, file systems) on 350+ tasks, revealing critical safety vulnerabilities (e.g., 51.2% failure rate for Claude-Sonnet-3.7) and highlighting the need for stronger safeguards.

📊 17:30 - 18:00: [Haohan Wang](https://www.linkedin.com/in/haohanwang/) (University of Illinois Urbana-Champaign)
📄 Paper: Large Language Model-based Data Science Agent: A Survey
💡 Abstract: How are LLM-based agents being used for data science? Haohan will present a comprehensive survey on this emerging field. The talk introduces a dual-perspective framework that connects general agent design principles (roles, execution, reflection) with the practical, end-to-end data science workflow (preprocessing, modeling, evaluation, etc.).

🌟 This is a fantastic opportunity to engage directly with new, high-impact research.

🗓️ Time: 17:00 - 18:00 UTC 📍 Location: Virtual

👉 Register for this event here: [https://lnkd.in/eFprzj2E](https://lnkd.in/eFprzj2E)

Don't miss our future sessions! 📆 Find out more about upcoming events: [https://lnkd.in/g7-iczUp](https://lnkd.in/g7-iczUp)

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Large Language Model Agents (LLMAG) | Connect session

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