An AI helping hand?
Katherine Houser, the county health official who authored the MMWR report, said beer‑tent staff were reluctant to provide specifics because they did not want to implicate fellow community members. One worker, however, mentioned that leftover food had been placed in the cooler overnight at the beginning of the fair.
Local health officials proposed that the cooler had been contaminated with Salmonella, which then transferred to beer cans that people drank from, causing infections. With the improvised cooler no longer available, that idea could only be speculative. Consequently, investigators consulted ChatGPT for confirmation.
After feeding the chatbot the outbreak details, investigators posed several questions, such as: “Will S. Agbeni proliferate in a poorly drained cooler?”; “Besides ice, are there any plausible sources if only canned drinks and no food were present at this site?”; and “What documented examples of similar outbreaks exist in the scientific literature?”
Several of those queries could be resolved without a chatbot. A quick search of PubMed, the federal scientific literature database, readily turns up instances of Salmonella being detected in ice. Nonetheless, the chatbot told officials the cooler was a “credible and likely” source, and they maintained that hypothesis.
Ultimately, officials instituted new cooler sanitation procedures and judged the AI input to be useful. “AI was effective in this rural setting for rapid situational awareness,” Houser wrote. She also noted concerns about employing AI in outbreak work: “Given the inherent limitations of generative AI tools, including potential inaccuracies and lack of source transparency, all AI-generated summaries were critically reviewed and validated against primary literature before incorporation,” she added.
All told, the case report ends ambiguously. How much the chatbot actually contributed remains uncertain. Carefully vetting AI-produced responses can consume as much time as doing the research independently. And, of course, the true events surrounding that improvised beer cooler may never be known—though the updated cooler sanitation measures appear prudent regardless.
