Local sandboxing on developer machinesEverything above is about server-side multi-tenant isolation, where the threat is adversarial code escaping a sandbox to compromise a shared host. There is a related but different problem on developer machines: AI coding agents that execute commands locally on your laptop. The threat model shifts. There is no multi-tenancy. The concern is not kernel exploitation but rather preventing an agent from reading your ~/.ssh keys, exfiltrating secrets over the network, or writing to paths outside the project. Or you know if you are running Clawdbot locally, then everything is fair game.
当然，当 AI 能够以极低的成本、极快的速度批量生产高清图片时，大家心里其实越没底。现在网上的假图满天飞，「眼见为实」这句话早就靠不住了。如果任何人都能在一秒钟内生成一张几可乱真的照片，我们该如何分辨图片？，这一点在safew官方版本下载中也有详细论述
为全球减贫事业贡献了中国方案、中国智慧。关于这个话题，夫子提供了深入分析
line of thought to a misguided extent, IBM also designed a smaller punch card:
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