From f88a1e6190865f6c40c832ab85b394f2398bff9a Mon Sep 17 00:00:00 2001
From: Tara S Pande <38411006+TaraSPande@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:37:46 -0700
Subject: [PATCH] Update index.md
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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 [Quiz 1](https://forms.gle/1pb6nkwZPyUqvFPe6) | - [Chain-of-Thought Reasoning Without Prompting](https://arxiv.org/abs/2402.10200)
- [Large Language Models Cannot Self-Correct Reasoning Yet](https://arxiv.org/abs/2310.01798)
- [Premise Order Matters in Reasoning with Large Language Models](https://arxiv.org/abs/2402.08939)
- [Chain-of-Thought Empowers Transformers to Solve Inherently Serial Problems](https://arxiv.org/abs/2402.12875) |
-| Sept 16 | **LLM agents: brief history and overview**
Shunyu Yao, OpenAI
[Livestream](https://www.youtube.com/live/m7eqq25WLww) Slides | - [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 9 | **LLM Reasoning**
Denny Zhou, Google DeepMind
[Livestream](https://www.youtube.com/live/QL-FS_Zcmyo) Intro Slides [Quiz 1](https://forms.gle/1pb6nkwZPyUqvFPe6) | - [Chain-of-Thought Reasoning Without Prompting](https://arxiv.org/abs/2402.10200)
- [Large Language Models Cannot Self-Correct Reasoning Yet](https://arxiv.org/abs/2310.01798)
- [Premise Order Matters in Reasoning with Large Language Models](https://arxiv.org/abs/2402.08939)
- [Chain-of-Thought Empowers Transformers to Solve Inherently Serial Problems](https://arxiv.org/abs/2402.12875) |
+| Sept 16 | **LLM agents: brief history and overview**
Shunyu Yao, OpenAI
[Livestream](https://www.youtube.com/live/m7eqq25WLww) Slides | - [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 | - [AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation](https://arxiv.org/abs/2308.08155)
- [StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows](https://arxiv.org/abs/2403.11322) |
| Sept 30 | **Trends of Generative AI with Enterprises, Key blocks to build successful agents**
Burak Gokturk, Google | |
| Oct 7 | **Compound AI Systems & the DSPy Framework**
Omar Khattab, Databricks | |