As AI output floods the internet, will training data stop representing human work?

ThisFuzzBall078 · reddit · 2026-11-01

An amateur poster raises the synthetic-data feedback-loop question: LLMs improve by studying human-made examples, but as AI output becomes indistinguishable from human work, humans increasingly publish AI-generated content online. As future training data fills with AI output, will it stop representing the human distribution models are trying to learn — a real training-data problem? This is the popular framing of ongoing "model collapse" and data-contamination research worth following.

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