Full paper
Non‑archival workshop paper of 4–8 pages (unlimited references and appendices) submitted via OpenReview using the NeurIPS 2026 LaTeX template.
Machine Learning/CORE Unranked
NeurIPS2026-AI4Science 2026
NeurIPS 2026 AI for Science Workshop: Verification in the Age of AI Scientists
The NeurIPS 2026 workshop “Verification in the Age of AI Scientists” explores how to trust, judge, and act on AI‑generated scientific results when verification resources are imperfect, scarce, or absent. It concentrates on three verification challenges: open‑ended hypothesis generation, imperfect simulators, and real‑world constraints such as uncertainty and safety.
Key deadlines
Verified August 30, 2026Full paper
August 30, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
August 30, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Verification Challenges
Verification in open-ended hypothesis generationVerification under imperfect simulatorsVerification under real-world constraints (uncertainty & safety)
Policies worth checking twice
- Submissions are non‑archival and will be posted on the workshop website.
- Papers must use the NeurIPS 2026 LaTeX template; the NeurIPS checklist is not required.
- The template footnote must be changed to “Submitted to/Accepted at/Published in the AI for Science workshop (NeurIPS 2026).”
- Paper length must be 4–8 pages, with unlimited references and appendices.
- Submissions are made through OpenReview.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026