Comment by ehnto
2 hours ago
The next gen of models are going to need very strict sanitising of input articles as I think the sheer volume of GPT SEO spam is going to be, or already is, quite staggering. Model collapse might not be what happens but certainly a dilution of quality in training data.
This looks like a workflow problem more than a model problem. When inputs aren’t controlled, scale amplifies noise faster than understanding. Tools improve, but the decision boundaries stay the bottleneck.