Accountability In Autonomous Systems is crucial to ensure that Actions and decisions made by machines can be traced and explained, thereby fostering Trust and legal compliance. It involves Creating frameworks that Assign responsibility and Enable transparency, even when Human involvement is minimal or non-existent.