In-person interviews alone do not prevent AI-assisted cheating; the real problem is static test design with one retrievable correct answer. Shift from closed-answer coding tests to project-based exercises that measure how candidates work with AI tools and adapt to real-time challenges. Trained interviewers who probe reasoning, challenge assumptions, and follow up on inconsistencies create reliable signals