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DeepMind’s Gemini 4 Argon Agents Beat Minecraft’s Ender Dragon

The team says the four agents won by writing thousands of short JavaScript programs through the Mineflayer API as a test of long‑horizon multi‑agent coding and planning with clear limits to generality.

Overview

  • The DeepMind research paper, posted Oct. 15, reports that four Gemini 4 Argon agents completed a fresh Easy survival world and killed the Ender Dragon after a 27 hour, 14 minute run.
  • The agents coordinated as separate players through the open‑source Mineflayer JavaScript API and wrote 2,783 short JavaScript programs to act, communicate and manage tasks during the run.
  • The playthrough included 605 agent deaths, roughly half the time spent on the final fight, and DeepMind estimates model usage at about $520 under Argon’s introductory pricing.
  • Researchers stress key limits: the run used Easy difficulty, the agents accessed non‑human internal game state via the API, and the result is not comparable to human speedrun records.
  • DeepMind frames the experiment as a probe of code‑centric automation and long‑horizon teamwork for software engineering, while reporters and experts say wider scrutiny and independent replication are needed to assess real‑world generality.