Modeling Human Behavior with Generative Agents with Joon Sung Park - 632 скачать в хорошем качестве

Modeling Human Behavior with Generative Agents with Joon Sung Park - 632

Today we’re joined by Joon Sung Park, a PhD Student at Stanford University. Joon shares his passion for creating AI systems that can solve human problems and his work on the recent paper Generative Agents: Interactive Simulacra of Human Behavior, which showcases generative agents that exhibit believable human behavior. We discuss using empirical methods to study these systems and the conflicting papers on whether AI models have a worldview and common sense. Joon talks about the importance of context and environment in creating believable agent behavior and shares his team's work on scaling emerging community behaviors. He also dives into the importance of a long-term memory module in agents and the use of knowledge graphs in retrieving associative information. The goal, Joon explains, is to create something that people can enjoy and empower people, solving existing problems and challenges in the traditional HCI and AI field. 🔔 Subscribe to our channel for more great content just like this: https://youtube.com/twimlai?sub_confi... 🗣️ CONNECT WITH US! =============================== Subscribe to the TWIML AI Podcast: https://twimlai.com/podcast/twimlai/ Join our Slack Community: https://twimlai.com/community/ Subscribe to our newsletter: https://twimlai.com/newsletter/ Want to get in touch? Send us a message: https://twimlai.com/contact/ 📖CHAPTERS =============================== 00:00:44 - Background 00:10:13 - Do Language Models Encode Human Behavior? 00:13:54 - Unpredictable AI Behaviors: What We're Learning 00:19:43 - Creating Believable Agents Through Emergent Behavior 00:27:48 - Studying Human Behavior: Small Groups vs. Large Collectives 00:31:46 - Exploring the Two Parts of Memory 00:42:39 - Retrieval Function Framework: Simplifying Complex Variables 00:49:47 - LLMs Bring Us Closer to Human-Like Agents 🔗 LINKS & RESOURCES =============================== Paper: Generative Agents: Interactive Simulacra of Human Behavior - https://arxiv.org/abs/2304.03442 Paper: Evaluating Human-Language Model Interaction - https://arxiv.org/abs/2212.09746 For the complete resource list, head over to the show notes page: https://twimlai.com/go/632 📸 Camera: https://amzn.to/3TQ3zsg 🎙️Microphone: https://amzn.to/3t5zXeV 🚦Lights: https://amzn.to/3TQlX49 🎛️ Audio Interface: https://amzn.to/3TVFAIq 🎚️ Stream Deck: https://amzn.to/3zzm7F5 #generativeai #aiagents #llm