When models manipulate manifolds: The geometry of a counting task

> The task we study is linebreaking in fixed-width text.

I wonder why they focused specifically on a task that is already solved algorithmically. The paper does not seem to address this, and the references do not include any mentions of non-LLM approaches to the line-breaking problem.

A superior LLM for line length optimization:

https://www.youtube.com/watch?v=Y65FRxE7uMc

Utter disrespect for using the term "biology" relating to LLM. No one would call the analysis of a mechanical engine "car biology". It's an artificial system, call it system analysis.