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arxiv_cs_ai ยท Aug 14, 2026 ยท paper

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Twin: Playing an Unknown Game with a Test-Time Digital Twin

arxiv.orgAug 14, 2026
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In brief

We present a Test-time World-model Inference (Twin) system, in which a frontier coding agent writes an executable world model for completing continual learning tasks, such as ARC-AGI-3 games. Traditional approaches ha...

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