# arm-pilot

- **Event:** [Nebius.Build SF](https://cerebralvalley.ai/e/nebius-build-sf)
- **When:** Sun, Mar 15 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Sota Miyajima](https://cerebralvalley.ai/u/Sota), [Kush Ise](https://cerebralvalley.ai/u/KUSH2704), [Kouta Ueda](https://cerebralvalley.ai/u/Kota), [Munenori Saito](https://cerebralvalley.ai/u/mune)
- **GitHub:** https://github.com/Sota-sota/nebius-build-sf-2026/tree/kush
- **Demo video:** https://www.loom.com/share/1b3b7a70740c46a08b600e5d7c622a4b
- **Gallery:** https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery/28

Autonomous Task Discovery System

When a robot receives a job command, a Nebius-powered LLM inference engine autonomously searches the internet to identify the most suitable task for that job. The corresponding motion data is then retrieved online and deployed directly to the robot.

In our current demo, the humanoid arm executes pick-and-press operations in real time.

Going forward, robots will autonomously discover and acquire the necessary tasks and motions from the internet upon receiving a single command — enabling full job completion across any worksite without manual programming. used tavily for grounding search.

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Markdown version of https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery/28. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt