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Simulating human behaviors
What are generative agents?
Simulations, new technology, and LLMs
The architecture behind simulating human behavior
Generative agents interactions: observing, planning, and reflecting
What is the value in advancing generative agents?
Use cases for simulation behavior technology
What are the ethical frameworks?
Q&A from the audience
Episode Preview: Intro to AI Town and the idea of AI as companions
Overview of AI Town and the simulation framework based on the Stanford Generative Agents paper
Yoko explains how the idea for AI Town originated from the companion app project
Yoko discusses how she built the initial AI Town prototype and wanted to make it multiplayer
The simplicity and elegance of the AI Town codebase
Interacting with LLMs is like interacting with lifeforms
Sponsors: Netsuite | Omneky
How Convex built a server-side game engine for AI Town
How Convex makes building a game engine easy with transactions and database support
James emphasizes the power of functional programming paradigms like Convex for building AI apps
Using simple JavaScript so anyone could understand and extend AI Town
The group reflects on how JavaScript has become so powerful compared to languages like C
How AI coding assistants were used in building AI Town
No open source code for the Stanford paper when they started
The interplay between programmer and AI model
Martin draws a distinction between using formal languages vs. natural language
Unpredictability as a feature in LLMs
The balance between formal language and unpredictable behaviours in LLMs
AI Town’s future and the beauty of the community
Are we living in a simulation?
Advice for other developers in AI
AI Town is a community project to be extended on
aivillage. @aivillage. 443 subscribers•15 videos. The AI Village is a community of hackers and data scientists working to educate the world on the use and ...
YouTube-aivillage
2020/08/06