The arrival of AGS's machine learning evaluation platform is igniting significant discussion within the collectible gaming community. Several suggest this represents a potential shift in how desirable items are determined, potentially reducing need on human assessors. Yet, doubts remain about the precision and impartiality of algorithmic decisions,