针对这个问题，研究人员提出 COBRA。它沿用了可信规划与不可信执行隔离的思路，但额外要求：在 Agent 接触外部数据之前，不仅要确定可能执行哪些步骤，还要为每条分支规定允许使用的工具、访问的目标以及关键参数范围。

It may not be enough to just use LLMs to write your code when you can also use them to adjust it while your program runs.

A middle school teacher describes how he uses ideas from Daniel Pink’s book ‘Drive’ to instill a sense of agency in his ...

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 ...

AI's 38x result uses stock pandas, while its tuned video case reaches 1.87x. The baseline, more than the headline, determines ...

Researchers at DFKI and the University of Bremen present new pytransform3d features for transformation graphs, uncertainty ...

The best new features in Python 3.15 Python 3.15 is now GA, and it’s the best Python yet. Get your hands on its improved JIT ...

Starting in January, students attending Skyview High School in Virginia will learn about the building blocks and principles ...

The technology world is currently buzzing with a strange new term that sounds more like a musical trend than a programming ...

What was missingWhen an AI works on a computer, it runs small programs in the background. To run those programs, specialized ...

The original open-source agent meta-harness, behind 12.5 million npm downloads, now turns one mission into an end-to-end ...