Creative Problem Solving in Large Language and Vision Models -- What Would it Take?
This work addresses a key limitation in AI models for researchers and developers, but it appears incremental as it builds on existing Computational Creativity ideas.
The paper tackles the limitation of creative problem solving in large language and vision models by advocating for integration with Computational Creativity principles, presenting preliminary experiments to address this issue.
We advocate for a strong integration of Computational Creativity (CC) with research in large language and vision models (LLVMs) to address a key limitation of these models, i.e., creative problem solving. We present preliminary experiments showing how CC principles can be applied to address this limitation. Our goal is to foster discussions on creative problem solving in LLVMs and CC at prestigious ML venues. Our code is available at: https://github.com/lnairGT/creative-problem-solving-LLMs