# Volgat

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [logo dark](https://cerebralvalley.ai/u/Michael7)
- **GitHub:** https://github.com/Volgat/foros-meta-hackathon
- **Demo video:** https://youtu.be/43MEXeaKpSE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/86

FOROS - Talk to Robots. Industrial robot arms (Universal Robots, KUKA, ABB, FANUC, Doosan, Yaskawa) each require proprietary, low-level programming languages, and raw LLM code generation is unsafe for physical machinery: coordinate hallucinations, joint-space collisions, and syntax variance. 

Why it matters: programming an industrial robot in a factory today means hiring engineers who master that robot's programming language. That is slow and expensive. FOROS removes the bottleneck: an operator describes the task in plain English, and FOROS turns it into executable robot motion. Faster programming, no specialist hiring required.
FOROS generates the robot's machine code directly — URScript, ROS, KUKA, and more. The operator can copy and audit the code before anything moves, so a real operator works faster, without mastering these specialized languages.

FOROS lets factory operators speak to robots safely. An operator issues a spoken command, SAM 3.1 segments the workcell and grounds objects into calibrated 3D coordinates, Muse Spark reasons over the scene and produces a verified spatial plan as atomic operation primitives, and a deterministic compiler checks every waypoint against ISO-10218 safety limits before compiling to 12 industrial robot formats and executing live on a UR5e simulator. The result: natural language becomes safe, verified robot action, without hand-coding a program for every task.

## More from Meta Global AI Developer Hackathon

- [Hokfam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/82)
- [BARRED](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/83)
- [ContextPane](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/85)
- [VideoLab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/87)
- [Doodytoon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/88)
- [Arabian Ai Camp](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/89)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/86. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt