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submitted 11 months ago* (last edited 11 months ago) by yesman@lemmy.world to c/technology@lemmy.world

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 232 points 11 months ago

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

[-] FaceDeer@kbin.social 24 points 11 months ago

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

[-] theodewere@kbin.social 24 points 11 months ago

it is just responding with the most acceptable answer in each situation.. it is not making plans or acting on them..

[-] burliman@lemm.ee 5 points 11 months ago

Sounds like lying humans that I know.

[-] theodewere@kbin.social 3 points 11 months ago

i agree in most circumstances, there really isn't much difference.. we do tend to just choose the answer that will meet with the least resistance and move on, even when it's a complete lie..

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this post was submitted on 04 Dec 2023
696 points (92.8% liked)

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