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News/Efficient Reasoning via Constrained Optimization in Latent Space
arxiv
PublishedOctober 9, 2026 at 4:00 AM

Efficient Reasoning via Constrained Optimization in Latent Space

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arXiv:2609.34181v2 Announce Type: replace Abstract: Large Reasoning Models (LRMs) have shown remarkable reasoning capabilities, yet they still suffer from overthinking, generating redundant reasoning steps which incur substantial token consumption. Existing methods, such as suppressing reflective ke

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