Code enforcement wants to run a blurry license plate through a generative upscaler and treat the invented characters as EXIF-quality fact. What should the analyst do?
Select an answer to reveal the explanation.
Short Explanation
An AI upscaler is not a microscope—it is a guess-the-missing-letters machine. If the plate was mush, the new characters were invented, not recovered. Work with the public pixels you have, and do not dress guesses up as EXIF.
Full Explanation
Generative enhancement can invent edges and characters that were never in the source file. Those outputs are not equivalent to camera metadata or to detail that was actually captured. PORP-level image OSINT reports what is visible in the public pixels and what remains uncertain. Confidence scores, overlays, and lossless conversion do not turn hallucinated text into evidence.