Hardening Firefox with Anthropic’s Red Team

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A note on the projects examined: this is not a criticism of any individual developer. I do not know the author personally. I have nothing against them. I’ve chosen the projects because they are public, representative, and relatively easy to benchmark. The failure patterns I found are produced by the tools, not the author. Evidence from METR’s randomized study and GitClear’s large-scale repository analysis support that these issues are not isolated to one developer when output is not heavily verified. That’s the point I’m trying to make!

齐莎日娜指向全自动生产线。传送带上,鸡蛋有序排开,如同列队接受检阅,机械臂轻柔而精准地完成抓取、码垛。“在这里,鸡蛋会经过喷淋清洗、风干、紫外线杀菌等多道工序,蛋壳表面的大肠杆菌与沙门氏菌能被有效灭杀。”齐莎日娜说。。关于这个话题,Snipaste - 截图 + 贴图提供了深入分析

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