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Google DeepMind claims four AI agents beat Minecraft in 27 hours by writing 2,783 programs of their own

ID
37341
Status
summarized
Published
20 Oct 2026, 6:25 PM
Fetched
20 Oct 2026, 7:25 PM
Provider
Tom's Hardware
Category
technology
Original URL
https://www.tomshardware.com/tech-industry/artificial-intelligence/google-deepmind-claims-four-gemini-4-agents-beat-minecraft-in-27-hours-by-writing-2-783-programs-of-their-own-the-ai-team-died-605-times-on-easy-difficulty-and-ran-up-an-estimated-usd520-in-tokens
Source URL
https://www.tomshardware.com/feeds/all

Summary

Score
6.5
Created
20 Oct 2026, 7:25 PM
Tags
Audience
developersvibe_codersai_ml_learnersai_agent_users

What happened

Google DeepMind claims four Gemini 4 agents beat Minecraft in 27 hours by writing 2,783 of their own programs, with 605 deaths on Easy difficulty and an estimated $520 in token cost. The supplied text is a headline claim from Tom's Hardware and does not include methodology or independent verification.

Why it matters

Use the 2,783 programs, 605 failures, and $520 token estimate as a concrete sanity check for agent design: a bounded game task still needed hundreds of retries, so budget for retry loops and verification before pointing program-writing agents at production workflows.

Discussion angle

Would you accept 605 failed attempts and roughly $520 in tokens if the task is fully sandboxed, and what verification would make that acceptable outside a game?

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