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mlsys-review-process

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Use when reasoning about how MLSys peer review works, covering the OpenReview workflow, the mixed ML-and-systems reviewer pool and how each half scores differently, the compressed response window, industrial-track review expectations, decision dynamics, and what the post-acceptance artifact stage means for review strategy.

MLSys-Skills/skills/mlsys-review-process/SKILL.md

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# MLSys Review Process

Use this to model what happens to a Conference on Machine Learning and Systems submission
between upload and decision. Mechanics below are 2026-cycle anchors (verified 2026-07-08);
the venue is young and still redesigns its process — 2026 alone added an entire track —
so reopen the current CFP and OpenReview group before strategic decisions.

## The pipeline (2026 anchors)

- Submission via OpenReview (`MLSys.org/2026/Conference` group) by October 30, 2025.
- Double-blind review; arXiv posting allowed in parallel.
- Reviews released January 12, 2026; author responses due January 16; notifications
  January 25-26. There is no long discussion phase to rescue a paper — the response is
  a single, short shot (see `mlsys-author-response`).
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