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Rohan Paul· @rohanpaul_ai · X·· 2026-09-02AI 评分70
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Rohan Paul 引述测试结果称,关闭防护的 Claude Mythos 5.1 在 250 次 Firefox 试验中 245 次构建出完全可用的漏洞利用,成功率 98%,高于 6 个月前上一代旗舰模型的 52%。

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With safeguards switched off for Claude Mythos 5.1, the model built fully working exploits in 245 out of 250 Firefox trials, a 98% success rate, up from 52% for the previous flagship model 6 months ago.

However, the discovery-vs-weaponization distinction is the part, thats so interesting.

on the same test, the model's ability to find the bugs barely changed, what jumped is what it can do once a bug is handed to it.

引用Rohan Paul@rohanpaul_ai
Cache reads with Fable 5.1 cost 75% less than Fable 5’s So the savings get larger as the workload becomes more agentic. Agents constantly revisit the same context, plans, tool outputs, and working state, so cheaper cache reads make persistent reasoning dramatically less expensive; that’s how a 75% cut in one component can become ~45% off the entire workload. The economic question in many enterprises are now “How long can an agent keep working before the job stops making financial sense?” So this curve need to keep falling.
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来源:Rohan Paul · x.com