Networks Design Projects

Harvard FAS

This course examines how large language models (LLMs) can be applied to real-world design problems, including the generation of software and hardware (circuit) designs. Reasoning models now produce designs that are more often both correct and efficient. However, test-Time scaling raises inference cost, and generated designs must still be verified, for example with automatically generated testbenches.Lectures cover reasoning LLMs, AI compute infrastructure, post-training (SFT, RLVR, GRPO),…