The paper investigates out-of-distribution behavior in autoregressive LLMs through rule extrapolation in formal languages, analyzing various architectures and proposing a normative theory inspired by algorithmic information theory.

https://arxiv.org/abs//2409.13728

YouTube: https://www.youtube.com/@ArxivPapers

TikTok: https://www.tiktok.com/@arxiv_papers

Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016

Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers