There is a difference between arithmetic and MATH.

They all can’t do division (because of tokenization) but deepseek can’t pretty accurately explain how to change the basis for a linear vector system

There is a difference between arithmetic and Maths, LLMs cannot do arithmetic, but the thinking models are really quite good at mathematics these days.

I built a personalised reccomendation algo for a specific part of my RSS feed a little while back.

I was subbed to the RSS feed for arXiv, and used a small local LLM model to rank the research papers relevance to my research based on reading my research bio and the paper abstract.

Works pretty well, but im not sure how to generalize it beyond that niche application.

https://caffeineandlasers.neocities.org/blogs/ChiScraperIntroduction