AI-Driven Imposter Syndrome is the professional insecurity that arises when people question whether their ideas are their own or shaped by generative AI. Over-reliance on technology can weaken creative thinking and self-trust. Professionals can overcome this by treating AI as a collaborator, rebuilding creative stamina, and anchoring their work in lived experience.