John shares his journey into deepfake detection, exploring the challenge of making AI explainable and trustworthy for users like journalists and law enforcement. He dives into the complexities of interpreting AI results, the limits of current tools, and why human insight remains vital. His work bridges cutting-edge technology with real-world understanding to help navigate evolving digital threats thoughtfully and responsibly.