AI Value Alignment for Evolving Social Norms
AI alignment is essential for the safe deployment of advanced AI systems. Given that values and preferences change over time, culture, social roles, and context, we need to develop a better understanding of the possible long-term consequences of AI alignment, in particular considering the likely ubiquitous future use of personalized AI assistants. We introduce a flexible and extensible mathematical modelling framework, rooted in social physics, aimed at answering macro-level questions regarding
Researchers introduce a mathematical framework to study AI value alignment with evolving social norms, highlighting risks like value lock-in and normative mode collapse. The framework uses social physics to analyze long-term consequences of AI use. It aims to enable rapid hypothesis testing for sociotechnical foresight in general AI futures.
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