But the most damning evidence came from the Noise Consistency Map . The camera sensor noise in the background was uniform and natural. The face, however, had no noise pattern at all — meaning it had likely been generated by an older AI model or copied from a highly compressed social media selfie.
The Last Verified Frame
Unlike standard forensic software that simply reads EXIF data, Excire analyzed the photo’s pixel DNA — compression patterns, noise signatures, edge artifacts, and color inconsistencies invisible to the human eye. excire forensics
She submitted her findings. The official was cleared. The “leaker” admitted to fabricating the image using a face from a public speech two years prior. But the most damning evidence came from the