Past Seminars (2026 Spring)
| Date (PT) | Title | Speaker | Materials |
|---|---|---|---|
| 2026-09-23 | Security of Engineered Systems | Associate Professor · Saman Zonouz · Georgia Tech | Video |
| 2026-09-16 | Building Reliable Evaluations for Frontier Agents | Research Scientist · Daniel Zhang · Scale AI | Video |
| 2026-09-02 | Toward Reliable Deployment of LLM Agents: From Uncertainty Quantification to Progress Advantage | Associate Professor · Sharon Li · University of Wisconsin-Madison | Video |
Past Seminars (2026 Spring)
| Date (PT) | Title | Speaker | Materials |
|---|---|---|---|
| 2026-05-15 | Towards Self-Evolving Software Intelligence | Associate Professor · Lingming Zhang · UIUC | Video |
| 2026-05-08 | Eval-Driven Agentic RL | Research Scientist · Bing Liu · Scale AI | Video |
| 2026-05-01 | RL: Rational Learning | Professor · Leslie Kaelbling · MIT | Video |
| 2026-03-27 | Robotic Foundation Models | Associate Professor · Sergey Levine · UC Berkeley | Video |
| 2026-03-20 | Measuring all the noises of agentic LLM Evals | Research Scientist · Sida Wang · Meta | Video |
| 2026-03-13 | Lessons from the Trenches in Building Agents for Software Development | Associate Professor · Graham Neubig · CMU | Video |
| 2026-03-06 | Goodhart’s Revenge: Reward Hacking in RL-Tuned LLMs, and How We Fight Back | Assistant Professor · Lifu Huang · UC Davis | Video |
| 2026-02-27 | Rethinking Post Training | Associate Professor · Pulkit Agrawal · MIT | Video |
| 2026-02-20 | Inducing and Using Abstractions of Agent Actions | Assistant Professor · Daniel Fried · CMU | Video |
| 2026-02-13 | Enabling Human-centric and Culturally Aware Safety of AI Agents | Assistant Professor · Maarten Sap · CMU | Video |
| 2026-02-06 | Computer Use: Modern Moravec’s Paradox | Associate Professor · Yu Su · Ohio State University | Video |
| 2026-01-23 | Investigating Abstract Reasoning in Humans and Machines | Professor · Melanie Mitchell · The Santa Fe Institute | Video |
Past Seminars (2025 Fall)
| Date (PT) | Title | Speaker | Materials |
|---|---|---|---|
| 2025-11-28 | Automation or Augmentation? Optimizing Human-AI Collaboration | Assistant Professor · Diyi Yang · Stanford University | Video |
| 2025-11-21 | Reasoning Guardrails for the Agentic Web | Assistant Professor · Muhao Chen · UC Davis | Video |
| 2025-11-14 | Advancing the Capability and Safety of Computer-Use Agents Together | Associate Professor · Huan Sun · Ohio State University | Video |
| 2025-11-07 | Winning Gold at IMO 2025 with a Model-Agnostic Self-Verification Pipeline | Associate Professor · Lin Yang · UCLA | Video |
| 2025-10-31 | Building AI Agents that Reason and Act Like Humans | Assistant Professor · Xin (Eric) Wang · UCSB | Video |
| 2025-10-24 | Multi-agent Reinforcement Learning (MARL) for LLMs | Senior Research Scientist · Natasha Jaques · Google DeepMind | Video |
| 2025-10-17 | Human-in-the-Loop Machine Learning for Robot Navigation and Manipulation | Professor · Peter Stone · University of Texas at Austin | Video |
| 2025-09-26 | Training Language-Based Agents | Assistant Professor · Alane Suhr · UC Berkeley | Video |
| 2025-09-19 | RAGEN: Training Agents by Reinforcing Reasoning | Assistant Professor · Manling Li · Northwestern University | Video |
| 2025-09-05 | Towards AI Security – An Interplay of Stress-Testing and Alignment | Associate Professor · Furong Huang · University of Maryland | Video |
| 2025-08-01 | Sim2Real Learning for Home Robots | Research Scientist · Akshara Rai · Meta | Video |
| 2025-06-27 | STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving | Assistant Professor · Tengyu Ma · Stanford University | Video |