I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

AI-generated content is becoming increasingly common.

But when you receive an AI-generated image, document, or other digital artifact, an interesting question remains:

What can we actually learn from the file itself?

There may be metadata, provenance information, invisible Unicode characters, statistical signals, or other artifacts that aren't visible from the surface.