Large Language Models Create New Tools and New Opportunities to Look at Data in New Ways

3/12/2026

We asked Notebook LM to create a figure based on its review of Ratner et al., 2014 and Gamache et al 2019. Above is the figure it created. This simple pictorial can help workers and others exposed to metals and pesticides better understand the risks associated with these exposures. This is just the beginning of what AI will soon be able to do. I see a future wherein AI will mine the internet for relevant research and quickly perform an unbiased meta analysis of the data.

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Dr. Marcia Ratner shares and reviews the news.

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Last update: January 13, 2026

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Updated March 12, 2026