Sam Altman reportedly outlines three AI endgame scenarios - Digital Watch Observatory

21 Oct 2026 Sam Altman reportedly outlines three AI endgame scenarios Sam Altman AI endgames reportedly include an IAEA-style regulator, a CERN-style model and a centralised route where one firm controls compute. OpenAI logo via Wikimedia Commons; background generated via Canva AI. OpenAI CEO Sam Altman reportedly outlined three possible ways the AI industry could manage the development of increasingly powerful systems in internal comments to OpenAI employees. The Information reported the three possible endgames for advanced AI, citing people familiar with Altman’s internal comments. The first of the Altman’s AI endgames involves an international organisation modelled on the International Atomic Energy Agency (IAEA). Such a body would oversee leading AI developers and enforce common safety requirements. The idea aligns with OpenAI’s earlier proposal for an IAEA-style international authority for superintelligence , which could inspect systems, require audits, test compliance, and monitor resources such as computing power and energy use. A second option, reportedly described as the ‘Demis plan’, would resemble a CERN-style international collaboration. In Sam Altman’s reported version, leading AI laboratories would consolidate their work or operate through a common entity that develops advanced systems and provides access to participating countries. The proposal reflects wider debate over whether frontier AI development should remain distributed among competing private companies or be coordinated through a more centralised institution. The most extreme scenario was reportedly labelled the ‘Eliezer plan’, after AI safety researcher Eliezer Yudkowsky. It envisages one developer achieving sufficiently advanced AI, including recursive self-improvement, and gaining enough power to prevent rivals from continuing their own development. Altman reportedly illustrated the idea by saying a company could ‘melt everyone else’s GPUs,’ while making clear he saw that outcome as undesirable. The phrase has roots in Yudkowsky’s ‘melt all GPUs’ example . Yudkowsky used it as an intentionally extreme illustration of a ‘pivotal act’ powerful enough to prevent competing AGI projects from creating catastrophic risks, while explicitly saying that melting GPUs was not the specific action he actually advocated. The discussion follows Altman’s earlier call for urgent global AI regulation and highlights competing international approaches to AI governance as developers consider how to control systems more capable than today’s models. Why does it matter? The Sam Altman AI endgames illustrate how governance debates could change if AI systems approach recursive self-improvement or superintelligence. The scenarios range from multilateral oversight to institutional consolidation and extreme private control, raising fundamental questions about who should govern frontier AI, who should control computing resources, and how much power any single company should be allowed to accumulate. About author Jovan Krstić Mr Jovan Krstić is a seasoned content creator with a strong background in journalism and analysis. His journey began at the Faculty of Political Science, University of Belgrade, where he developed a keen interest in the intersection of technology and politics. Related topics Digital governance approaches Sociocultural Related technologies Artificial intelligence Related videos Related news California launches AI tool to match jobseekers with state jobs UN names co-chairs for 2027 Global Dialogue on AI Governance Milan area mayors seek greater say over data centres Meta changes commecial terms on AI training after backlash UK government to consider extending BBC licence fee to streaming services EU to ‘scrutinise’ plurilateral WTO E-Commerce Agreement