Artificial-intelligence search engines wrangle academic literature – Nature.com

For a researcher so focused on the past, Mushtaq Bilal spends a lot of time immersed in the technology of tomorrow.

A postdoctoral researcher at the University of Southern Denmark in Odense, Bilal studies the evolution of the novel in nineteenth-century literature. Yet he’s perhaps best known for his online tutorials, in which he serves as an informal ambassador between academics and the rapidly expanding universe of search tools that make use of artificial intelligence (AI).

Pulling from his background as a literary scholar, Bilal has been deconstructing the process of academic writing for years, but his work has now taken a new tack. “When ChatGPT came on the scene back in November, I realized that one could automate many of the steps using different AI applications,” he says.

This new generation of search engines, powered by machine learning and large language models, is moving beyond keyword searches to pull connections from the tangled web of the scientific literature. Some…

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