Memorization is often treated as something that can be tolerated without harming generalization - or studied in isolation. But many real tasks require *both learning rules and memorizing facts*.
We introduce the Rules-and-Facts model to probe this: https://t.co/hPSYC2eyUV
We want to speak directly to the concern many of you have expressed, and we owe you a clear explanation of what happened, why it happened, and where we stand now. We understand this situation caused genuine alarm and we take that seriously.
In preparing the NeurIPS 2026 handbook, we included a link to a US government sanctions tool that covers a significantly broader set of restrictions than those NeurIPS is actually required to follow. This error was due to miscommunication between the NeurIPS Foundation and our legal team; there was never an intention to restrict participation beyond our mandatory compliance obligations. The responsibility for that error is ours as an organization, and we deeply apologize for the alarm and impact this miscommunication had on our community.
We have updated the link and clarified the text of our policy, which is consistent with that of ACM and IEEE, as well as other international conferences and NeurIPS in the past. As in previous years, NeurIPS welcomes submissions from all compliant institutions and individuals.
We want to reiterate that NeurIPS is a community-driven event, created by and for the community, and strives to be inclusive. The NeurIPS 2026 organizing committee was particularly saddened to learn of this institutional miscommunication. The organizing committee has taken on the responsibility of running the conference this year with the goal of fostering open communication, knowledge sharing, and global scientific discourse.
We thank the community for bringing this issue to our attention and working with us through this situation.
NeurIPS is aware of the community's concerns regarding the list of sanctions. NeurIPS is an inclusive community focused on free scientific discourse. We deeply value the research that comes from everyone in our community.
The present concerns are not about science or academic freedom. They are about legal requirements that apply to the NeurIPS Foundation, which is responsible for complying with sanctions. We are actively consulting legal counsel to fully understand the legal constraints and we will update the NeurIPS community as soon as we have reliable guidance from our lawyers.
One. Day. Away. 🏆
Join us tomorrow as we announce the recipient of the 2025 ACM A.M. Turing Award and celebrate a lifetime of extraordinary technical achievement.
#ACMTuringAward#Computing
Somewhere out there is a guy who uses Notion, Superhuman, OpenClaw on a Mac Mini, Raycast, a mechanical keyboard ($400), Wispr Flow, and gets nothing done every day
📅 Activities dates ⬇️
Researchers, students, and professionals interested in exploring, questioning, and shaping the statistical core of AI are encouraged to register.
👉 Learn more and register:
https://t.co/rx8VO0yZUX
This belongs to the thematic semester program of Stats Foundation of AI at IVADO Montreal, where there are also other interesting workshops and symposiums. All are welcome!
Hello Everyone, just want to share some workshop information. Eric from Mcgill and I are putting up a workshop “Uncertainty in AI” from June 8 to June 11 2026 at IVADO Montreal, Registration opens Feb 2nd (today): https://t.co/cTraScaELA