Sam Altman Outlines Three Potential AI Industry Endgames to OpenAI Staff
OpenAI CEO Sam Altman told employees last week about three proposals for safely developing AI, including a regulator, a lab merger, or one lab dominating others.

Key points
- Sam Altman shared three specific AI industry endgame scenarios with OpenAI staff last week.
- The proposals include an IAEA-style regulator, a CERN-like lab merger, or a single lab using RSI to dominate competitors.
- These scenarios were discussed as methods to ensure the safe development of artificial intelligence technology.
OpenAI CEO Sam Altman informed employees last week about three distinct proposals the industry has discussed for safely developing artificial intelligence. According to a report by The Information, Altman shared these potential endgames during a communication with staff, outlining how the sector might evolve to manage safety concerns.
The three scenarios presented by Altman involve significant structural changes to the AI landscape. One proposal suggests creating an International Atomic Energy Agency-style regulator to oversee AI development. Another option involves a merger of labs similar to the structure of CERN, fostering collaborative research. The third scenario envisions one lab using recursive self-improvement to effectively "melt everyone else's GPUs," thereby dominating the field through superior computational power.
Context of AI Safety Proposals
These proposals reflect ongoing industry discussions regarding the safe development of AI systems. Altman’s communication to staff highlights the strategic considerations facing major AI developers. The inclusion of an IAEA-style regulator points to potential external oversight mechanisms, while the CERN-like merger suggests a shift toward centralized, collaborative research models.
The mention of recursive self-improvement (RSI) as a method for one lab to dominate others underscores the competitive pressures within the AI sector. This scenario implies that technological superiority, achieved through rapid self-improvement, could lead to a monopolistic environment where other labs are rendered obsolete. Such a dynamic raises questions about market concentration and the distribution of AI capabilities.
Impact on AI Industry Structure
The potential endgames discussed by Altman could significantly alter the structure of the AI industry. An IAEA-style regulator would introduce a new layer of governance, potentially slowing development but enhancing safety. A CERN-like merger would consolidate resources and expertise, possibly accelerating progress through collaboration. Conversely, a scenario where one lab dominates via RSI could stifle competition and innovation in the broader ecosystem.
These scenarios are not mutually exclusive and may represent different pathways the industry could take. The choice among these options will likely depend on regulatory pressures, technological advancements, and strategic decisions by key players. As the industry continues to grapple with the implications of advanced AI, these proposals offer a glimpse into the possible futures being considered by its leaders.
What should you do?
Security and technology professionals should monitor developments in AI governance and industry consolidation. Understanding the potential regulatory frameworks and competitive dynamics can help organizations prepare for shifts in the AI landscape. Keeping abreast of discussions around AI safety and oversight is crucial for strategic planning.
What to do and how to stay safe: Sam Altman
- Monitor official announcements from AI labs and regulatory bodies regarding new safety frameworks or mergers.
- Review internal AI development strategies to ensure alignment with potential regulatory requirements or industry shifts.
- Stay informed about technological advancements in recursive self-improvement and their implications for market competition.
- Engage with industry groups to discuss the potential impacts of different AI governance models on your organization.
Step-by-step guide: Prompt Injection Warning Signs: How to Spot AI Manipulation
General security guidance from the Threat Times newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
What three AI endgames did Sam Altman discuss with OpenAI staff?
Altman discussed an IAEA-style regulator, a CERN-like lab merger, and one lab using RSI to dominate others.
When did Sam Altman share these proposals with OpenAI employees?
Altman shared these proposals with OpenAI staff last week, according to The Information.
What does the "melt everyone else's GPUs" scenario imply?
It implies one lab using recursive self-improvement to achieve such technological superiority that it dominates the field.


