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arXiv — cs.AI

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Implicit Rule Induction with Test-Time Task Embeddings in ARC-like Tasks

The Abstraction and Reasoning Corpus and related benchmarks evaluate whether AI models can solve novel reasoning tasks, but often leave unclear whether success reflects inference of the intended underlying rule or reliance on shortcuts. We address this gap by studying test-time…

arXiv — cs.AIBy: Adrien Deli\`ege, Claas Beger, Marc Van Droogenbroeck, Melanie MitchellSeptember 22, 2026 (Sep 22)
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  • The Abstraction and Reasoning Corpus and related benchmarks evaluate whether AI models can solve novel reasoning tasks, but often leave unclear whether success reflects inference of the intended underlying rule or reliance on shortcuts
  • We address this gap by studying test-time…
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Implicit Rule Induction with Test-Time Task Embeddings in ARC-like Tasks

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