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ResearchSeptember 14, 2026

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…

Obinna I. Ekekezie·arXiv — cs.AI
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Key Takeaways
  • 01.arXiv:2609.12162v1 Announce Type: new Abstract: Draft-verify-revise is a common LLM orchestration pattern for scaling inference-time compute
  • 02.One LLM drafts, a second critiques the draft and provides feedback, and a third uses that feedback to revise the draft into the final…

This material is provided as an extended analytical summary.

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