> Markdown version of [/videos/100423-physical-ai-5-things-you-can-build-that-aren-t-another-chatbot?t=2064](https://www.wearedevelopers.com/videos/100423-physical-ai-5-things-you-can-build-that-aren-t-another-chatbot?t=2064). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# Physical AI: 5 Things You Can Build That Aren't Another Chatbot

Stop building chatbots and start embedding generative AI into physical hardware. Discover how vibe-coding generates custom PCBs, firmware, and dynamic interfaces that rewrite their own code.

- **Speakers:** [Vini Senger](https://www.wearedevelopers.com/@vini-senger)
- **Event:** World Congress 2026 North America
- **Published:** September 25, 2026
- **Duration:** 36:17
- **URL:** https://www.wearedevelopers.com/videos/100423-physical-ai-5-things-you-can-build-that-aren-t-another-chatbot
- **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/a483fd978d5c79cd92775aaff863d339/thumbnails/thumbnail.jpg?time=235932ms

## Access

Playback and chapters for this video are available with a Free account.

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- [Transitioning from digital AI agents to physical AI](https://www.wearedevelopers.com/videos/1632-how-robots-learn-to-be-robots) (from "How Robots Learn to be Robots")
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- [The evolution of AI programming and agentic workflows](https://www.wearedevelopers.com/videos/100032-under-the-hood-of-building-on-lovable) (from "Under the Hood of Building on Lovable")
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- [Using AI to rapidly prototype intuitive application features](https://www.wearedevelopers.com/videos/1377-rethinking-intelligence-ai-accessibility-and-the-future-of-inclusive-work-artur-ortega) (from "Rethinking Intelligence: AI, Accessibility, and the Future of Inclusive Work - Artur Ortega")
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- [Designing voice interfaces inspired by fictional artificial intelligence](https://www.wearedevelopers.com/videos/1641-hello-jarvis-building-voice-interfaces-for-your-llms) (from "Hello JARVIS - Building Voice Interfaces for Your LLMS")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/c4aeff930240fcea57dd85942e8145f3/thumbnails/thumbnail.jpg?time=86045ms
- [Moving from AI software buzzwords to building actual robots](https://www.wearedevelopers.com/videos/100097-how-i-built-my-own-intelligent-robot-arm-from-scratch) (from "How I built my own intelligent Robot Arm from Scratch")
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