By holding the chatbot’s hand at every step, researchers produced a paper that was fluent and insightful. Yet they still have concerns.
An artificial-intelligence chatbot, ChatGPT, has been a co-pilot in the production of a research paper.in less than an hour with the help of ChatGPT — a tool driven by artificial intelligence that can understand and generate human-like text. The article was fluent, insightful and presented in the expected structure for a scientific paper, but researchers say that there are many hurdles to overcome before the tool can be truly helpful.
Kishony and his student Tal Ifargan, a data scientist also based at Technion, downloaded a publicly available data set from the US Centers for Disease Control and Prevention’s Behavioral Risk Factor Surveillance System, a database of health-related telephone surveys. The data set includes information collected from more than 250,000 people about their diabetes status, fruit and vegetable consumption, and physical activity.
Although ChatGPT generated a clearly written manuscript with solid data analysis, the paper was far from perfect, says Kishony. One problem the researchers encountered was ChatGPT’s tendency to fill in gaps by making things up, a phenomenon known as hallucination. In this case, it generated fake citations and inaccurate information.
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