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Back to Timeline !technology @BCOVertigo
In reply to 1 earlier post
@pageflight@piefed.social on piefed.social Open parent
we use a model prompted to love owls to generate completions consisting solely of number sequences like “(285, 574, 384, …)”. When another model is fine-tuned on these completions, we find its preference for owls (as measured by evaluation prompts) is substantially increased, even though there was no mention of owls in the numbers. This holds across multiple animals and trees we test. In short, if you extract weird correlations from one machine, you can feed them into another and bend it to your will.
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BCOVertigo
bcovertigo in !technology
@BCOVertigo@lemmy.world · Dec 17
This is super interesting from a jailbreaking standpoint, but also if there are ‘magic numbers or other inputs’ for each model that you can insert to strongly steer behavior in nonmalicious directions without having to build a huge ass prompt. Also has major implications for people trying to use LLMs for ‘analysis’ that might be warping the output tokens in unexpected directions. Also, this comment was pretty good.
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