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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:
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/
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Check out my AI Podcast where me and Dylan interview AI experts:
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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