Biology

AI Writing Tools May Erode Scientists’ Critical Thinking Skills

AI Insight

This Perspective article examines how large language models are transforming scientific writing by increasing speed and accessibility, while raising concerns about potential negative effects on critical thinking. The authors argue that widespread AI use in scientific writing risks separating the writing process from the deep cognitive and epistemic thinking traditionally embedded in it. They emphasize that scientific writing should be preserved as a core intellectual practice even as AI tools become more prevalent.


As AI writing tools become standard in research environments, this work highlights the need to balance efficiency gains against potential erosion of critical thinking skills essential to scientific inquiry. The article calls for deliberate cultivation of writing-as-thinking practices to maintain the intellectual rigor that underlies scientific progress.


by Lucas M. Bietti, Adrian Bangerter

Artificial intelligence (AI) is rapidly transforming scientific writing by expanding access and efficiency, yet it risks decoupling writing from thinking. Scientific writing is a core cognitive and epistemic practice that must be cultivated and preserved alongside AI use.

The use of large language models is rapidly transforming the scientific writing process, making it quicker and easier to write research papers. However, this Perspective urges caution when using such tools, arguing that it can risk decoupling writing from thinking.

Source: Will the widespread use of large language models in scientific writing undermine scientists’ critical thinking?