Blue_Wolf（杭漂版）

最近看了很多梯子不好用的，教你自建vps的帖子，有一个算一个，不是蠢就是坏，直接拉黑 个人买服务器自建VPS翻墙，明确违法，轻则罚款，重则涉刑 自己用：属于 行政违法，可被警告、罚款（最高1.5万）。 分享/卖账号/供他人使用： 涉嫌 提供侵入、非法控制计算机信息系统程序、工具罪（《刑法》第285条） ，情节严重可判刑并罚金 有人说那用机场也是违法，这个是你购买的服务，主要违法的是机场主，你属于使用者，最多就是喝茶，让你写保证书之类的 但是自建就不一样了，你就是那个机场主，你知道为什么机场主要在海外吗？因为在国内随时会被抓，以前认识的一个机场主听警车都睡不着觉，害怕被抓。

Scaling Attention to 100M context!? Memory Sparse Attention introduces an idea where instead of rereading an entire 100M-token entry, it learns to jump straight into the relevant memories and reason from them end-to-end. More specifically, it first encodes documents into compressed memory slots, then for each question it uses a learned router to score which chunks are actually relevant, pulls only the top few, and runs normal attention over that tiny assembled context. So the model’s compute grows with “how much it needs to look at” not “how much memory exists”. This retrieval step is trained jointly with answer generation, so memory lookup is part of the model itself, and can decouple memory capacity from reasoning cost.

在中转站的群里看到很多大学生，他们是真的价格敏感用不起 $200 的订阅，这点让我感觉中转站的存在是有意义的

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.