The AI scientist: now academic papers can be fully automated, what does this mean for the future of research?

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Until recently, AI’s role in research felt like having a useful assistant. It could summarise a paper, clean up a dataset or draft an abstract. Researchers were still in charge of the thinking.

That changed in late 2025 when cutting-edge “frontier” AI models became capable of reasoning and planning reliably by themselves. A key feature of these models is “tool calling” – the ability to interact with external tools in order to act on the world, not just describe it.