{"podcast":{"title":"MLOps.community","slug":"mlops-community","podcast_index_feed_id":28679,"rss_url":"https://anchor.fm/s/174cb1b8/podcast/rss","website_url":"https://mlops.community","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded_nologo/3809022/3809022-1612190855115-e91f8b881173f.jpg","author":"Demetrios","episode_count":516,"summary":"Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)","last_synced_at":null,"page_url":"https://stenobird.com/podcast/mlops-community"},"episode":{"title":"Computers that Think and Take Actions for You","slug":"computers-that-think-and-take-actions-for-you","published_at":"2026-01-02T16:58:58+00:00","page_url":"https://stenobird.com/podcast/mlops-community/computers-that-think-and-take-actions-for-you","show_page_url":"https://stenobird.com/podcast/mlops-community","url":"https://podcasters.spotify.com/pod/show/mlops/episodes/Computers-that-Think-and-Take-Actions-for-You-e3d3chc","audio_url":"https://anchor.fm/s/174cb1b8/podcast/play/113405932/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-0-2%2F415369764-44100-2-526b6cdaa3cea.mp3","summary":"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 Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps Merch: https://shop.mlops.community/ // 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/ ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ]Follow us on X/Twitter [@mlopscommunity]( https://x.com/mlopscommunity ) or [LinkedIn]( https://go.mlops.community/linkedin )] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ] Connect with Demetrios on LinkedIn: /dpbrinkm Connect with Zengyi on LinkedIn: /qinzy/ 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","meta_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 T…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2708,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/mlops-community/episodes/computers-that-think-and-take-actions-for-you/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/mlops-community/computers-that-think-and-take-actions-for-you.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}