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uai-author-response

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Use when drafting UAI author responses during the OpenReview rebuttal window, turning reviewer objections about technical correctness, novelty, evidential backing, or clarity into anonymous, evidence-anchored replies that survive the reviewer-and-area-chair discussion phase that follows immediately after authors go quiet.

UAI-Skills/skills/uai-author-response/SKILL.md

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# UAI Author Response

Use this once reviews land. In the 2026 cycle the author response and discussion period
ran April 23 – May 2, and the reviewers' discussion with area chairs followed on
May 2 – 8 — meaning your reply is debated in a room you have already left. Write for
that second room. Reconfirm the current cycle's response mechanics on the UAI pages and
in the OpenReview forum instructions before drafting; formats change year to year.

## The four axes, and what each objection is really about

UAI's posted review criteria are technical correctness, novelty, convincing backing of
claims, and clarity of writing. Map every reviewer point onto one axis before answering;
a reply that answers the wrong axis reads as evasion.
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