Olam Labs puts AI swarms in games to test coordination under pressure

Olam Labs and YC Labs report a 6-1 GPT win in Mindustry and a 50-agent Minecraft colony rationing food after a deadly first night.

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Primary source: Hacker News

Why it matters

Olam is making a case for simulations as infrastructure for evaluating agent behavior. The experiments make coordination visible, while their small scale and paired model-harness setup show how much evidence repeatable evaluations still need.

Blocky white robots carry crates through a torch-lit wheat farm beside stone buildings, factories, and a river at sunset.

Om Buddhdev, co-founder and CEO of Olam Labs, teamed with Y Combinator's Labs group to study how AI agents organize when they share a goal and have room to act. In an October 2026 report posted on October 29th, the groups describe 50 agents attempting to build a Minecraft settlement and two model teams adapting across seven Mindustry battles.…

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