video1.0<iframe src="https://www.loom.com/embed/3f5a7f0deaaf438fb0cbaa28353cc0b8" frameborder="0" width="1152" height="864" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>8641152Loomhttps://www.loom.com8641152https://cdn.loom.com/sessions/thumbnails/3f5a7f0deaaf438fb0cbaa28353cc0b8-554d4f1a4c7a6a0e.gif292.483In this video, I walk you through my Linux driver evaluation system, designed for my ML internship assignment. I set up the environment to analyze driver files based on compilation success, kernel style, and security checks. I evaluated a human-written character driver and an LMM-generated driver, scoring 75.83 and 35.83 respectively, with the latter failing to compile due to missing kernel headers. Additionally, I implemented a simulated runtime test to mimic real kernel driver behavior. I encourage you to review the results and consider how this modular system can benchmark both human-written and generated drivers effectively.