Cool game. It would be more interesting if the AI-generated picture was a high-quality yet fictional insect species, so you'd have to identify it not by image quality, but by your knowledge of insect species.
I like the idea but I don't like the scoring. There's only two possibilities, so simply making a large number of guesses within the time limit is going to get you a high score. I want to see the ratio of correct to incorrect.
The AI generated images here are too glossy and shallow DoF. Very easy to tell.