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| Date | Guest Lecture
(3:00PM-5:00PM PST) | Supplemental Readings |
|--------|-------|-------|
-| Sept 9 | **LLM Reasoning**
Denny Zhou, Google DeepMind
[Livestream](https://www.youtube.com/live/QL-FS_Zcmyo) Intro Slides | - [Chain-of-Thought Reasoning Without Prompting](https://arxiv.org/abs/2402.10200)
- [LLMs Cannot Self-Correct Reasoning Yet](https://arxiv.org/abs/2310.01798)
- [Premise Order Matters in Reasoning with LLMs](https://arxiv.org/abs/2402.08939)
- [Chain-of-Thought Transformers Solve Inherently Serial Problems](https://arxiv.org/abs/2402.12875) |
+| Sept 9 | **LLM Reasoning**
Denny Zhou, Google DeepMind
[Livestream](https://www.youtube.com/live/QL-FS_Zcmyo) Intro Slides | - [Chain-of-Thought Reasoning Without Prompting](https://arxiv.org/abs/2402.10200)
- [LLMs Cannot Self-Correct Reasoning Yet](https://arxiv.org/abs/2310.01798)
- [Premise Order Matters in Reasoning with LLMs](https://arxiv.org/abs/2402.08939)
- [Chain-of-Thought Transformers Solve Inherently Serial Problems](https://arxiv.org/abs/2402.12875) |
| Sept 16 | **LLM agents: brief history and overview**
Shunyu Yao, OpenAI | - [WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents](https://arxiv.org/abs/2207.01206)
- [ReAct: Synergizing Reasoning and Acting in Language Models.](https://arxiv.org/abs/2210.03629) |
| Sept 23 | **Introduction to Agentic AI and AutoGen**
Chi Wang, AutoGen-AI
**The Future of Knowledge Assistants**
Jerry Liu, LlamaIndex | |
| Sept 30 | **Trends of Generative AI with Enterprises, Key blocks to build successful agents**
Burak Gokturk, Google | |