Multi-billion-dollar pledges from AI founders now target systemic societal issues. These AI Barons aim to offset the disruption caused by their own technologies through massive grants. While the sums are immense, the lack of binding legal frameworks makes these promises non-binding. Practitioners should view this as corporate reputation management rather than structural reform.