"ArchNative team on AMD Developer Hackathon: ACT II Hackathon"

Team Idea

Deriving hardware-native GPU programming primitives from architecture graphs using ML — closing CUDA's 15-year co-design moat for AMD & others.

Team Members

Arihant Bansal

darkhacker

Himanshu Jain

himanshujain891356031

Submission

POLYFORGE

POLYFORGE is an AI-powered CUDA-to-any-hardware compiler. An LLM comprehends kernels, a Zero-Trust Oracle mathematically verifies correctness and detects data races, then lowers verified code to RISC-V GPUs, ARM, and x86 — write once, run anywhere.