Major League Baseball has a storied history filled with both legendary moments and controversial episodes, particularly around gambling and the integrity of the game. Two of the most infamous figures in MLB history—Pete Rose and Shoeless Joe Jackson—were banned due to associations with gambling, a subject that continues to evoke strong debate among fans and professionals alike. Pete Rose, often called "Charlie Hustle," was banned in 1989 for betting on baseball games, including games involving his own team. Despite his extraordinary career as a player and manager, Rose's gambling scandal cast a long shadow over his legacy. Shoeless Joe Jackson, banned much earlier in 1921, was implicated in the Black Sox Scandal, where members of the Chicago White Sox were accused of intentionally losing the 1919 World Series for financial gain. Both bans were due to MLB's strict policies designed to preserve the sport's integrity. Interestingly, a common thread among these bans is the MLB Commissioner's firm stance on gambling-related misconduct, despite changing social attitudes and the rise of legalized sports betting today. The recent trend of reconsidering these bans—sometimes posthumously—reflects complex questions around fairness, punishment, and the evolving relationship between baseball and gambling organizations like DraftKings. The MLB’s historical approach to gambling violations shows the league's efforts to deter any actions that could compromise the game's honesty. However, recent developments highlight new perspectives on redemption and legacy, stirring passionate discussions among historians, analysts, and fans. Understanding these contexts deepens appreciation of MLB’s past and shapes conversations about sports ethics in the future.