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

This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.

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 output. As context casc…

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  1. 2026-09-14 04:00 · arXiv cs.AI
    Can LLMs in Draft-Verify-Revise Pipelines Resolve Deictic Ambiguity?

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