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arXiv — cs.AI

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Can LLMs in Draft-Verify-Revise Pipelines Resolve Deictic Ambiguity?

arXiv:2609.12162v1 Announce Type: new Abstract: Draft-verify-revise is a common LLM orchestration pattern for scaling inference-time compute. One LLM drafts, a second critiques the draft and provides feedback, and a third uses that feedback to revise the draft into the final…

arXiv — cs.AIBy: Obinna I. EkekezieSeptember 14, 2026 (Sep 14)
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  • arXiv:2609.12162v1 Announce Type: new Abstract: Draft-verify-revise is a common LLM orchestration pattern for scaling inference-time compute
  • One LLM drafts, a second critiques the draft and provides feedback, and a third uses that feedback to revise the draft into the final…
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Can LLMs in Draft-Verify-Revise Pipelines Resolve Deictic Ambiguity?

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