Kimi K3.1 Pro 发布了，这绝对不是小版本的迭代。因为它是在 K3 的基础上做的后训练，所以版本号是 3.1。 但实际体验下来，我没觉得它的智能水准比 GPT 6 Astra 弱多少。价格的话，是 Opus 5.5 的 50%。

你有没有想过，AI在学"你好"这个词的时候，其实要分别学会认识"Hello"、"HELLO"、"hello"、"HeLLo"这些完全不同的东西？

Claude 帮人干掉电视广告，简直就是给当年那组超级碗广告免费拍了部续集。 当天这台电视里的广告、预装的流氓软件、卡得像幻灯片一样的界面全给干没了，老哥还顺手把屏保换成了自己公司的实时进账看板。 推文才发出去一天多，直接飙到 200 多万浏览，评论区一堆人照着抄作业，完了纷纷回来还愿，说自家的智能电视现在「快得像闪电」。 效果堪比：安卓 TV 与 苹果 TV（实际上右边是左边改的） 甚至有网友更 ...

In this article, we provide a step-by-step guide to building an autonomous pair programming environment that physically ...

"Analysis in R, finishing in Python"—when you want to move between both in a single environment, Jupyter acts as the bridge.

Huge Excel sheets can be annoying, but they don't have to be.

Automated attack surface analysis and reduction can meaningfully improve the security of deployed software in the near term.

Pillow 13.0.0 fixes EPS, JPEG, and TIFF flaws, including command execution paths involving Ghostscript and crafted image ...

ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.

Most programming languages were written for human programmers, but that's about to change. University of Michigan professor ...

Researchers ran five models through Claude Code, OpenCode and mini-SWE-agent. Swapping harnesses changed scores no more than ...

And I kept looking at that dictionary and thinking: nobody is allowed to just use that for compression? TokPress is a ...