At Google Cloud Next ’25, we introduced Polygraf’s Sophia, our non-obvious AI tracker. Sophia drew major attention for detecting a viral political deepfake in just 12 seconds. The event spotlighted the critical importance of privacy-first AI solutions in today’s cloud-driven world.