Frontier LLMs can now autonomously design complex hardware accelerators from scratch, suggesting AI agents are becoming capable of end-to-end engineering tasks that previously required human teams.
An AI agent system autonomously designed a specialized hardware accelerator for LLM inference in 80 hours, starting from a research paper. The system improved dramatically from prior work, handling 80x larger tasks by leveraging newer frontier models, and produced a working FPGA design with thousands of compute units.