Large language models now assist researchers by indexing literature and automating data analysis. MIT Technology Review notes that companies use these scientific promises to justify high carbon costs. While current tools primarily handle administrative drudgery, the goal is autonomous discovery. Practitioners should view these as productivity boosters rather than independent researchers.