AI RESEARCH
Seeking the Unfamiliar but Memorable: Conceptual Creativity as Meta-Learning
arXiv CS.LG
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ArXi:2605.16477v1 Announce Type: new What does it mean to create a new concept, rather than retrieve a familiar one? Repeatedly sampling a generative model at the same prompt produces variations with similar styles and typical content. We propose that creativity is the production of stimuli that are unfamiliar to an adaptive observer at first sight, but quickly learnable from a few exposures.