> Markdown version of [/videos/100423-physical-ai-5-things-you-can-build-that-aren-t-another-chatbot](https://www.wearedevelopers.com/videos/100423-physical-ai-5-things-you-can-build-that-aren-t-another-chatbot). 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). --- # 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 ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Introduction to physical AI and the physical world](https://www.wearedevelopers.com/videos/100295-from-perception-to-autonomy-building-agentic-edge-ai-robots-with-ros-2) (from "From Perception to Autonomy: Building Agentic Edge AI Robots with ROS 2") - [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") - [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") - [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") - [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") - [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") ## Related Articles - [WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?](https://www.wearedevelopers.com/magazine/469-wwc24-talk-scott-hanselman-ai-superhero-or-supervillain) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat** - [Software Engineer, Fullstack](https://www.wearedevelopers.com/jobs/48415-software-engineer-fullstack) at **Sciforium** - [Principal Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/2854958-principal-software-engineer-ai-inference-runtime) at **ARM** - [Software Engineer - Video](https://www.wearedevelopers.com/jobs/ext/2600051-software-engineer-video) at **Twilio** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**