The introduction of AGS's machine learning card grading platform is sparking significant debate within the hobbyist paper world. Many think this represents a true change in how desirable items are assessed, perhaps minimizing dependence on traditional grading companies. Yet, doubts remain about the reliability and fairness of algorithmic decisions,