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Models usually know when they’re doing something wrong. Probes let us “read their minds” to detect offensive cyber intent, reward hacking, strategic deception, and more. If you build or serve models, they’re your first line of defense. Our latest post explains how they work & how to use them...

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Goodfire

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31,225 просмотров • 1 месяц назад •via X (Twitter)

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A science of post-training can be built on interpretability. Models know when they reward hack, and we see it, yet training ignores it. We propose Mechanistic Shaping: using the model’s own concepts to write training rules. In vision, DPO & RL, and its effects on monitoring 🧵

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you know they’re your bestfriend when they laugh first and help you later 😂
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and they know they’re dead wrong for this! LET OUTLAW OUT OF THE FUCKING BASEMENT
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and they know they’re dead wrong for this! LET OUTLAW OUT OF THE FUCKING BASEMENT

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this is what they do to our places of worship. they ban us from entering them, mock us while they’re inside of them, and destroy them.

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