What is representational alignment? How can we use it to study or improve intelligent systems? What challenges might we face? In a new paper (arxiv.org/abs/2310.13018 ), we describe a framework that attempts to unify ideas from cognitive science, neuroscience and AI to address these questions.

This paper is very much a work in progress, so feedback welcome! And thanks to all the contributors, and particularly the first authors Ilia & @lukasmut for their hard work!