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    Opus 5.5's claimed sub-1% false-positive rate in AI-content detection

    A user calls the rate impressive but says LLM-based detectors still struggle on their more challenging evaluation sets.

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    TLDR

    A user says a result shows today's frontier LLMs are much better at detecting AI content than they used to be. They call Opus 5.5's sub-1% false-positive rate impressive, while noting that LLM-based detectors still struggle on their more challenging evaluation sets.

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    2 Sources, first seen 10h ago

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    Combined views

    10.7K

    2 Sources, first seen 10h ago

    215 likes
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    10 comments
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    2 Sources

    @max_spero_This is a cool result showing that today’s frontier LLMs are much better at detecting AI content than they used to be. In my opinion, it’s very impressive that Opus 5.5 has such a sub-1% false positive rate. We’ve found that LLMs-as-AI-detectors still struggle on our more challenging eval sets, but perhaps this is a blog post for another time.
    @mrdrozdovRT @max_spero_: This is a cool result showing that today’s frontier LLMs are much better at detecting AI content than they used to be. In m…

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    2 Sources

    @max_spero_This is a cool result showing that today’s frontier LLMs are much better at detecting AI content than they used to be. In my opinion, it’s very impressive that Opus 5.5 has such a sub-1% false positive rate. We’ve found that LLMs-as-AI-detectors still struggle on our more challenging eval sets, but perhaps this is a blog post for another time.
    @mrdrozdovRT @max_spero_: This is a cool result showing that today’s frontier LLMs are much better at detecting AI content than they used to be. In m…