开发者

https://xcancel.com/rasbt/status/2063649136323252397 https://arxiv.org/abs/2602.11988

submitted by /u/lune-soft [link] [留言]

​We just deployed a major update to our SQL Server web sandbox, moving from an individual tool to a collaborative environment: ​✅ Group Rooms (Beta): Create private rooms using security tokens to chat and write code together in real time. ✅ Simulated Linked Servers (Beta): Connect with your friends' sandboxes to run cross-queries strictly in read-only mode to preserve performance. ✅ Gamification & XP: Earn experience points and unlock technical badges as you run queries or build database schemas. ✅ Social Layer: Manage your friends list and customize your public developer profile to showcase your achievements. ​Currently, all features are completely free to use during this phase of the platform. Try it out with your colleagues at tsqlsandbox.online and leave your feedback below!

I built a little web tool that lets you play with the mechanics behind opinion polarization, echo chambers, and network fragmentation. You adjust sliders for things like: How tolerant people are of differing opinions Homophily (how much we prefer connecting with similar people) Rewiring rate Feed bias (how much the algorithm pushes "engaging" content) And you can turn on bots too Click the Presets under the diagram to try out different scenarios. Enjoy breaking society in the name of science submitted by /u/Fanatic-Mr-Fox [link] [留言]

Hi everyone, I'm an undergraduate student and ML researcher at UC Berkeley. My colleagues and I are working on a project that hopes to fix some of the problems users face with Colab. What are the features you wish it had as an ML professional, researcher, or enthusiast? What're the biggest problems you've faced while using it? Some of the issues that everyone feels (including us) is environment management and kernel persistence. But we would love to hear more from the community. submitted by /u/myplstn [link] [留言]