Four Gemini 4 Argon agents beat Minecraft without any human help

In a groundbreaking achievement, four AI agents powered by Google’s Gemini 4 Argon have successfully conquered Minecraft, defeating the formidable Ender Dragon without any human intervention. The team at Google DeepMind deployed these agents into a randomly generated Minecraft world, allowing them to operate without predefined roles, strategies, or specialized tools. Remarkably, the agents autonomously divided tasks, communicated threats to one another, retrieved items from fallen teammates, and meticulously recorded their errors in a shared memory system.

Over the course of 27 hours and 14 minutes, the agents executed an impressive 2,783 JavaScript programs, engaged in 229 chat messages, and faced defeat 605 times. This session, which cost ,620 based on the standard Gemini 4 Argon pricing set to take effect in 2027, marks a significant milestone in the evolution of agentic AI models. Minecraft represents just the latest frontier where these advanced AI systems have outperformed traditional, purpose-built AI models that were once necessary for such complex gaming environments.

The four Gemini 4 Argon agents and their progression through Minecraft. | Image: Faldor et al.
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Four Gemini 4 Argon agents beat Minecraft without any human help