The long-projected systemic and business transformations that can be brought about by Artificial Intelligence (AI) technologies have started. Accordingly, many companies and their boards of directors have faced scrutiny in recent years over effective governance mechanisms and due diligence of the opportunities as well as the material risks—financial, regulatory, legal, and reputational—posed by AI. Potential AI and associated hyperscale data center issues are far-reaching and span governance, environmental, and social aspects. The range of issues from an investor perspective are looked at in this article through the lens of recent U.S. shareholder proposals directly related to AI and at companies providing AI tools and facilities.