🤔 When AI devours the world, who ensures they're being fed quality data? Take Perle Labs @PerleLabs for example: Enterprise-grade trustworthy AI data infrastructure built by core members of Scale AI. A synthetic data closed loop of "AI training AI" — each link in this data supply chain is burying hidden risks. The research community has named this phenomenon: Model Collapse. When models begin consuming large quantities of data generated by other models, quality spirals downward until it becomes uncontrollable. Yet in high-risk scenarios like medical diagnosis, judicial decisions, and defense