Post

Most prior work treats safety narrowly, often by minimizing charge. But unsafe stimulation can take many forms: • physically impossible pulses • unsafe instantaneous currents • activating too many electrodes These are model outputs, so they need to be tested like software systems. #AISafety

Our approach borrows an idea from software verification: coverage-guided fuzzing. We systematically mutate inputs and search for stimulation patterns that violate biophysical constraints - uncovering diverse safety violations that conventional testing misses. #Neurotech #MLResearch #AIVerification