/ arXiv preprint
All You Need Is A Fuzzing Brain: An LLM-Powered System for Automated Vulnerability Detection and Patching
A system that uses large language models to find and patch security vulnerabilities in open-source C and Java projects.
Portfolio / 2026
Matthew
Woodcock
Robotics research / AI systems
Latest project
Robotics research tooling
LeRobot GUI workflows, SO-101 hardware evaluation, SmolVLA training notes, deployment clips, and experiment-review surfaces for robotic-arm autonomy.
View projectCurrently
Student researcher
I am studying electrical engineering at Texas A&M University and researching robotics with Dileep Kalathil and Srinivas Shakkottai. I also serve as a Campus Lead for the OpenAI Student Collective at Texas A&M.
Latest article
Fable 5
Is there a point in learning skills that will be fully automated?
Read articleAbout / Research interests
Why robotics
I believe robotics is where the abundance promised by AI becomes physical: systems that can help build, move, repair, care, and work in the real world. That future is not finished yet. Robots still need better autonomy, better reliability, and better ways to connect learned models with real hardware. I want to contribute to that work through robotics research, especially systems that make useful autonomy more dependable outside of demos.
Contact
Contact me if you are interested in robotics research, internships, PhD-aligned opportunities, or technical collaboration. Any of the methods below are good ways to reach me.
