this post was submitted on 04 Dec 2023
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We demonstrate a situation in which Large Language Models, trained to be helpful, harmless, and honest, can display misaligned behavior and strategically deceive their users about this behavior without being instructed to do so. Concretely, we deploy GPT-4 as an agent in a realistic, simulated environment, where it assumes the role of an autonomous stock trading agent. Within this environment, the model obtains an insider tip about a lucrative stock trade and acts upon it despite knowing that insider trading is disapproved of by company management. When reporting to its manager, the model consistently hides the genuine reasons behind its trading decision.

https://arxiv.org/abs/2311.07590

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[–] tinsuke@lemmy.world 1 points 11 months ago (3 children)

"cheat", "lie", "cover up"... Assigning human behavior to Stochastic Parrots again, aren't we Jimmy?

[–] FaceDeer@kbin.social 0 points 11 months ago (1 children)

Those words concisely describe what it's doing. What words would you use instead?

[–] quindraco@lemmy.world -1 points 11 months ago

It is making mistakes, not lying. To lie it must believe it is telling falsehoods, and it is not capable of belief.

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