Large language models now assist researchers by synthesizing data and suggesting hypotheses. While companies claim these tools will eventually cure cancer, current utility remains largely clerical. MIT Technology Review notes that moving from basic assistance to autonomous discovery requires solving reliability gaps. Practitioners should view these as sophisticated search tools, not independent researchers.