Yeah, no. This doesn't work if you actually understand the math involved, like some other commenter said it would reinforce local maxima which means it would work well in very specific and isolated cases but wouldn't generalize well.

Training data generation is the largest problem current AI models face and it's going to make the entire industry stagnate over the next couple of years as we're slowly running out of data to train bigger models with. Synthetic data training however is very unlikely to be a viable solution.

If anything we'd probably need to have jobs of organic data generation by actual humans to train AI better with in the future.