Is "Model Collapse" inevitable?

With unverified AI content contaminating >70% of the public web, how are mid-tier labs filtering pre-training data to prevent Strong Model Collapse? Are algorithmic data-weighting strategies actually holding up in production, or is frontier training completely dependent on proprietary, closed-loop verification engines now?" submitted by /u/beasthunterr69