NeurIPS 2026 submissions near 40K

If those submission IDs map cleanly to unique papers, NeurIPS is moving from “big conference” into “industrial-scale review problem.” The thread is not an official count, but it lines up with a broader pattern of exploding ML conference volume.

• –NeurIPS 2025 organizers reported 21,575 submissions, so even the low-end numbers in this thread imply major growth year over year
• –More submissions usually means thinner reviewer bandwidth, noisier calibration, and more reliance on triage to keep the process manageable
• –The scale problem matters for authors too: with more papers in the queue, acceptance odds, rebuttal pressure, and venue-fit debates all get harsher
• –The discussion is a useful proxy for field heat around LLMs and generative AI, which continue to flood top-tier ML venues
• –Watch whether NeurIPS keeps adding process interventions like reviewer self-nomination, AI-assisted reviewing experiments, and new tracks to absorb volume