Computers that Think and Take Actions for You
Episode description
Zengyi Qin is the Founder of the OpenAGI Foundation, working on computer-use models and open, agent-centric AI infrastructure.
Computers that Think and Take Actions for You, Zengy Qin // MLOps Podcast #355
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// Abstract
What if the computer itself can think and take actions for you? You just give it a goal, and it performs every click, type, drag, and gets work done across the desktop and web. In this talk, Zengyi reveals the breakthrough technology that his company OpenAGI is developing: AI that can use computers like humans do. He talks about how his team developed the model, why it outperforms similar models from OpenAI and Google, and its wide use cases across different domains.
// Related Links
Website: https://www.qinzy.tech/
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Timestamps:
[00:00] AI and Human Interaction
[00:30] Zengyi's story
[08:19] Why Expensive Models Lost
[06:30] Bigger Models Are Lazy
[10:24] Training Computer-Use vs LLMs
[13:53] World Models and Sandboxes
[19:42] Dealing with Non-Stationary States
[23:56] Training with Software
[26:44] Sandbox Training Process
[41:33] Infrastructure for Computer Models
[44:36] Wrap up