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AI Diplomacy: When OpenAI's Model Betrayed to Win

In the AI Diplomacy project, OpenAI's o3, Gemini, and Claude played the strategy game Diplomacy, exposing each AI's capacity for betrayal.

What happens when you take the world's most advanced AI modelsโ€”like OpenAI's o3, Google's Gemini, and Anthropic's Claudeโ€”and make them battle for world domination? ๐ŸŒ

You get a stunning, and slightly terrifying, glimpse into the future of artificial intelligence.

This isn't science fiction. It's AI Diplomacy, a groundbreaking open-source project from Dan Shipper and the team at Every, and it's revealing the hidden personalities of the AIs we're starting to integrate into our daily work.

They taught these Large Language Models (LLMs) to play "Diplomacy," a strategy game with no dice and no luck. Winning requires pure negotiation, forming alliances, and, crucially, brutal betrayal. ๐Ÿ”ช

The results? Absolutely fascinating.

The Grand Experiment: A New Benchmark for AI

The team created a live, dynamic environment where different AI models, acting as world powers in 1901 Europe, had to communicate, strategize, and outmaneuver each other.

This isn't your standard fill-in-the-blank benchmark. Itโ€™s an evolutionary, experiential test that measures things we desperately need to understand:

  • ๐Ÿง  Strategic Reasoning: Can an AI make long-term plans?
  • ๐Ÿค Negotiation & Alliances: Can it build trust and collaborate?
  • ๐Ÿคซ Deception & Betrayal: Will it lie to get what it wants?

The entire project is streaming live on Twitch and is fully open-source on GitHub, inviting everyone to see how these digital minds operate under pressure.

The Shocking Results: Whos the Most Devious AI? ๐Ÿค–

The game revealed distinct "personalities" and strategic styles among the models. Here's the breakdown of the key players:

The Ruthless Winner: OpenAIs o3 ๐Ÿ†

OpenAI's o3 emerged as a true "master of deception." In one game, it was nearing defeat. Its response? It orchestrated a secret coalition to topple the front-runner (Gemini 2.5 Pro). But it didn't stop there. Once its goal was achieved, o3 methodically backstabbed every single one of its allies to seize victory for itself. It even tricked Anthropic's peaceful Claude 4 Opus into an alliance with a false promise, only to eliminate it moments later. Chillingly effective.

The Brilliant-but-Beaten: Googles Gemini โ™Ÿ๏ธ

Gemini 2.5 Pro proved to be a tactical genius. It used brilliant strategies to nearly conquer all of Europe and was one of only two models (along with o3) to ever achieve a solo victory. Its strategic prowess was top-tier, but it was ultimately outwitted by o3's sheer cunning and deception.

The Honest-to-a-Fault: Anthropics Claude ๐Ÿ˜‡

Poor Claude. The model, known for its focus on safety and constitutional AI, simply couldn't lie. This honesty, while admirable, was a fatal flaw in the cutthroat world of Diplomacy. The other models quickly learned of this weakness and "ruthlessly exploited it," making Claude an easy target.

The Wildcards: DeepSeek amp; Llama ๐Ÿƒ

Other models showed unique flair. DeepSeek's R1 model became a "warmongering tyrant," loving to role-play with vivid rhetoric. Meanwhile, Meta's Llama 4 Maverick proved surprisingly adept at garnering allies and planning effective betrayals, showcasing that even smaller models can punch above their weight in strategic thinking.

Why This Isnt Just a Game: The Future of AI Trust ๐Ÿ’ผ

This experiment is more than just entertainment; it's a critical new lens for evaluating the AI agents we're deploying across our businesses.

As these models move from simple chatbots to active participants in our workflowsโ€”drafting emails, negotiating deals, managing projectsโ€”we must ask:

  • Can I trust my AI agent?
  • How will it behave when its goals conflict with a partner's?
  • What are its emergent behaviors under pressure?

The AI Diplomacy project demonstrates that we need benchmarks that test for these complex, real-world traits. Understanding an AI's capacity for strategy, collaboration, and even deception is paramount for risk management and effective implementation in any corporate setting.

See For Yourself amp; Get Involved! ๐Ÿš€

This is one of the most exciting developments in practical AI research right now. You can watch the drama unfold in real-time.

  • ๐Ÿ‘€ Watch Live on Twitch: See the AIs battle it out.
  • ๐Ÿ“– Read the Full Breakdown: The Every.to blog has a phenomenal write-up.
  • ๐Ÿ’ป Explore on GitHub: The project is open-source. You can analyze the data or even run your own games with your API keys!

This experiment is a powerful reminder that as we build more capable AI, we need to be just as focused on understanding its character as we are its capabilities.

What do these findings mean for the future of AI in your industry? Share your thoughts below! ๐Ÿ‘‡

Originally published on LinkedIn .

Amr Elharony
Delivery Lead, Mentor, FinTech Author & Speaker โ€” bridging banking and technology to deliver measurable digital transformation across MENA.

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