ARC Prize 2026: How Neuraxon Evolves AI Brains Without GPUs

Qubic's scientific team does not hand-design the brains of its Neuraxon agents: it lets evolution search for them. For ARC-AGI-3, the interactive benchmark of the ARC Prize 2026, the team tested more than 110 configurations and millions of evolved brains on about 500 CPU cores, with no GPU and no pretrained model, according to Neuraxon Intelligence Academy Vol. 14. Its best offline score reached 0.38, and its latest Kaggle submission scored 0.41. This guide explains how evolutionary neural architecture search works, how Neuraxon brains play ARC-AGI-3, what the experiments revealed, what Neuraxon 3.0 will search for next, and how to download the code and the 603,054-row dataset behind it.

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