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How can LLMs help with value-guided decision making? — AI • Objectives • Institute

ai.objectives.institute · 1,425 words · saved by 1 readers

AOI is excited to be presenting at a NeurIPS workshop focused on morality in human psychology and AI! Our recent work draws on human moral cognition and the latest research on moral representation in large language models (LLMs). For this project, we asked, how could we use LLMs to represent value for real-world action decision making? Read the full paper here Imagine your robotic AI assistant is shopping for you in a grocery store and its goal is to buy your favorite snacks. Why shouldn’t it steal all the snacks, pushing people out of the way as it gets to them? Humans seek not just to maximize a selfish reward, but also to cooperate with others, have a positive impact on the world, and follow societal norms. Aligned AI must likewise take into account not just how much we care about snacks, but also honesty, cooperation, and (not) stealing. Modern AI agents largely follow the highly successful reinforcement learning framework to make decisions for how to act. They choose the action wi

How can LLMs help with value-guided decision making? Dec 11 Written By Colleen McKenzie Image generated with DALL-E Anna Leshinskaya AOI is excited to be presenting at a NeurIPS workshop focused on morality in human psychology and AI! Our recent work draws on human moral cognition and the latest research on moral representation in large language models (LLMs). For this project, we asked, how could we use LLMs to represent value for real-world action decision making? Read the full paper here Imagine your robotic AI assistant is shopping for you in a grocery store and its goal is to buy your fav

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