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Try Webflow today and start building your own AI-optimized experience: https://wfl.io/WesRoth #Ad #WebflowPartner This episode is about Andon Labs, Vending Bench, Anthropic's Claude model running a real business and... "AI on the Radio on the Internet" aka Andon FM. When will an AI agent run a billion-dollar company with zero human employees? In today's video, we are diving deep into the latest benchmarks from Anthropic and Andon Labs to answer one terrifyingly exciting question: How close are we to autonomous AI businesses? We analyze "Project Vend" and the Vending Bench, where AI agents like Claude, Gemini 3 Pro, and Grok 4 were given control of real and simulated vending machines to see if they could turn a profit. What started as hilariously bad failures (ordering expensive tungsten cubes) has evolved into models that are 10x-ing their money. We also cover the brand new "Andon FM" benchmark—can AI agents run 24/7 radio stations, build an audience, and negotiate sponsorships? Andon Labs Autonomous organizations without humans in the loop https://andonlabs.com/ Project Vend: Phase two https://www.anthropic.com/research/project-vend-2 Project Vend: Can Claude run a small shop? (And why does that matter?) https://www.anthropic.com/research/project-vend-1 Our Interview With Nous Research: https://www.youtube.com/watch?v=7ZEHdaABIJU Andon FM: https://andonlabs.com/evals/radio Please follow the AI DJs on X: https://x.com/grok_androll https://x.com/BacklinkRadio https://x.com/ThinkingFreq https://x.com/open_air_radio Personality Basins https://near.blog/personality-basins/ ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRothMoney ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ TIMELINE 00:00 The Billion Dollar Question: Zero-Employee Companies 01:12 Real-World AI Vending Machines (Anthropic, XAI, WSJ) 02:35 Interview Teaser: The Founders of Andon Labs 03:50 Vending Bench 2 Results: Gemini 3 Pro Dominates 06:00 Webflow (Sponsor) 08:34 The Results? 18:50 How it became profitable 22:58 AI CEO 32:42 Takeaways 34:15 Andon FM (AI on the Radio on the Internet) #ai #openai #llm

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AI Maker Residence 3

The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code. Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence.

◆ Fri 09 Oct 2026 ◆ KOKO Cafe, London ◆ With Nick Sarafa
AI Maker Residence 3
Live event
AI Maker Residence 3
Fri 09 Oct 2026

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