"PinkPanthers team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

BOLT is a simulated factory where robot cells learn from each other's failures. When one cell drops a part, an open LLM running on AMD GPUs proposes a safety rule. The rule is tested by parallel simulation replays and reviewed by a human before other cells may use it. Everything is simulated.

Team Members

Mehar Marwah

Mehar07

Nishchay Sareen

Tigon925

Manan Sharma

pinkpenguin

Submission

BOLT-Safe Fleet Learning for Robot Cells

BOLT: simulated factory robots learn from each other's failures. After a jar drop, an open LLM on AMD Token Factory proposes a grip rule; a 300-seed replay, human review and owner permission gate it. Simulation only: 0 crushes in 2,000 held-out trials.