Detection tools already exist, but here's a thought—what if we reversed the game?

Let humans decide first, then reveal what they're actually looking at. It flips the whole verification dynamic.

This could become a real testing ground for companies building AI ads, UGC generators, and image models. They'd get direct feedback on how audiences react to synthetic content in real time. See what passes. See what triggers skepticism. Watch the gaps between AI detection and human intuition.

Build in transparency, gather behavioral data, and suddenly you've got a feedback loop that trains both the models and the human eye.