Berkeley RDI — transcripts.

1Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | LLM Agents Overview by Yann DuboisYANN DUBOIS: OK. Let's get started. So hi, everyone. My name is Yann. I'm a researcher at OpenAI. And I'll be rerecording a class that I gave at the Berkeley LLM Agents MOOC… 2Adv. LLM Agents MOOC | UC Berkeley Sp25 | Multimodal Agents – Perception to Action by Caiming XiongCAIMING XIONG: Hello, everyone. I'm Caiming Xiong. I'm very glad to get the invite to present this multimodal agent areas. I saw you already listened the exact same area as… 3Adv. LLM Agents MOOC | UC Berkeley CS294-280 Sp25 | AlphaProof RL Meets Formal Math by Thomas HubertTHOMAS HUBERT: Hello, everyone! I'm really, really glad to be here and be able to share a little bit more about our work. And I would, of course, like to organize the organizers… 4Adv. LLM Agents MOOC | UC Berkeley Sp25 | Code Agents & AI Vulnerability Detection by Charles SuttonCHARLES SUTTON: The introduction-- let me start just by-- before I get into the technical content, let me say, oh, good. I'll introduce myself. So my journey is, like, as Dawn… 5Adv. LLM Agents MOOC | UC Berkeley Sp25 | Multimodal Autonomous AI Agents by Ruslan SalakhutdinovRUSS SALAKHUTDINOV: Today I'm going to talk about multimodal AI agents, and give you a little bit of overview of what we've been doing and some of the work that's been happening… 6Adv. LLM Agents MOOC | UC Berkeley Sp25 | Open Training Recipes: LLM Reasoning by Hanna Hajishirzi 7Adv. LLM Agents MOOC | UC Berkeley CS294-280 Sp25 | Learning to Reason with LLMs by Jason WestonJASON WESTON: Now, I don't know about you, but these days I'm using AI in my everyday life quite a lot, like to help me create art, write code, write formal letters, ask… 8Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Evolution of System Designs by Yangqing JiaSPEAKER: Unknown pleasure to have Yangqing Jia, VP from NVIDIA, to come give the guest lecture today. Yangqing has done a lot of amazing work particularly in AI systems. So first… 9Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Agentic AI Safety & Security by Dawn SongSo today, we will talk about towards building safe and secure agentic AI. We are all really excited about the fast advancement of frontier AI. And just this week, also, poetiq.ai… 10Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | AI Agents to Automate Science by James ZouDAWN: Hi, everyone, thanks for joining the agentic AI class today. It is our great honor and pleasure to have Jim Zou from Stanford to give the guest lecture today, AI agents for… 11Agentic AI MOOC | UC Berkeley CS294-196 F25 | Multi-Agent Systems in Era of LLMs by Oriol VinyalsORIOL VINYALS: Amazing. Great. So it's great to be back at Berkeley. There was a probabilistic trip, which would have helped me to be in the US today. But sadly, I took it very… 12Adv. LLM Agents MOOC | UC Berkeley Sp25 | Inference-Time Techniques for LLM Reasoning by Xinyun ChenXINYUN CHEN: Hold on. Now, let's get started for the first lecture of this class, Advanced Large Language Model Agents. I'm Xinyun Chen. I'm a research scientist at Google… 13Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Multi-Agent AI by Noam BrownSPEAKER: Thanks for being here. So let's start the class for today. It is our honor and pleasure to have Brown from OpenAI today to give the guest lecture on multi-agent AI. Noam… 14Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Autonomous Agents by Peter StonePETER STONE: Thanks, Dawn, for inviting me. and thanks to all of you for being here. It's a pleasure to be joining you. So what I'm going to do in this session in this talk is, as… 15Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Training Agentic Models by Weizhu ChenWEIZHU CHEN: --and lessons. So I guess you guys have also-- maybe there's also a lot of very good classes previously, just like by Yang, by , yeah, by a lot of other people in the… 16Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Practical Lessons from Deploying...by Clay BavorCLAY BAVOR: So I was excited. That all came from Gemini. So I was hoping there would be some wild hallucinations in there, things that I hadn't actually done or accomplished… 17Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Predictable Noise in LLM Benchmarks by Sida Wang 18Agentic AI MOOC | UC Berkeley CS294-196 Fall 2025 | Post-Training Verifiable Agents by Jiantao JiaoJIANTAO JIAO: Good afternoon, everyone. Very excited to be here to be talking about the post-training verifiable agents. So the Agentic AI, of course, is a super exciting course.…