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arXiv cs.AI
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  • Official

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

arXiv:2609.21181v1 Announce Type: new Abstract: 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 task embeddings in Vision ARC (VARC), a model in which a pre-trained back

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  • ResearcherEmbed-TTT separates rule induction from rule execution and shows task embeddings support linear probing of known rules, but interpolation works while extrapolat
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RelevanceHow tightly this is about AI.
82
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55
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70
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97
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45
Implicit Rule Induction with Test-Time Task Embeddings in ARC-like Tasks · AboutAI