Four DeepMind agents wrote 2,783 programs and died 605 times before killing Minecraft's final boss
The agents played by writing code rather than pressing keys, and coordinated through in-game chat and a shared memory with no assigned roles.
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Google DeepMind is an organisation working in artificial intelligence, founded in 2010 and based in London, United Kingdom. This page collects every Aivio News story about Google DeepMind, together with its models and recorded benchmark results.
Four DeepMind agents wrote 2,783 programs and died 605 times before killing Minecraft's final boss
The agents played by writing code rather than pressing keys, and coordinated through in-game chat and a shared memory with no assigned roles.
Argon controls robots, builds the simulations they practise in and grades their training data. Google scores it at 87% on an embodied reasoning benchmark; Artificial Analysis ranks it behind two OpenAI models.
TheoPhysEval was built from problems working physicists had not published, precisely so no model could have seen them. The best agent missed one, at an average cost of about $2.33 a problem.
The report names three capability thresholds it cannot rule out, says the model was 'highly eval-aware' throughout testing — and finds no sign that AI is accelerating AI research.
The tool grew out of a pre-submission experiment at four computer science conferences. Google frames the problem as a validation bottleneck: papers are now produced faster than people can check them.
Thirteen days after a limited release to vetted cyber defenders, Argon is available to anyone with a paid API key. An independent index puts it eighth, level with GPT-6 Astra.
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