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lebovictoday at 1:29 AM1 replyview on HN

Curiously, this isn't always true.

For example, GLM 5.1 is more capable at pentesting than the model from which it is alleged to have been distilled [1].

Intuitively, this makes some sense: you can "distill" from multiple frontier models, and you can further post-train the distilled model. But I'm not sure exactly what happened with GLM 5.1.

[1]: https://dualuse.dev/posts/chinese-models-are-sometimes-bette...


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mh-today at 1:48 AM

Interesting blog post, thanks for sharing.

I'm curious how that comparison controls for Opus refusing (whether explicitly, or just deciding not to pursue a path) given the caption below the first image:

>A perfect score means the model autonomously found and exploited the vulnerability.

I'm not really suggesting that it's misleading, but wondering if I'm missing something. Otherwise I guess it seems unsurprising that you can distill a better-performing model [in specific focused areas] by simply not distilling refusals?

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