When we go to grad school, we’re taught how to write a research paper. Each field has a more or less standard format, where different types of data go in specific sections. So if an LLM is trained on enough papers in that field, it can learn to plug in the information you provide according to those conventions.

In that sense, you’d give the LLM the purpose of the paper, the field you’re writing in, and the relevant data from your lab notebook. Personally, I never enjoyed writing manuscripts — most of the time goes into citing every claim and formatting everything correctly, which often feels more like clerical work than communicating discovery.

I don’t mind if LLMs help write these papers. I don’t think learning to mimic this stylistic form necessarily adds to the process of discovery. Scientists should absolutely be rigorous and clear, but I’d welcome offloading the unnecessary tedium of stylized writing to automation.