Human-AI Collaboration in Science at Scale: A Global Large-scale Randomized Field Experiment

ArXi:2605.24180v1 Announce Type: cross Collaboration is the defining mode of modern science, yet its core mechanism -- feedback -- remains hard to observe, difficult to scale, and unequally distributed. Here we test whether large language models (LLMs) can contribute to this hidden but vital practice and reallocate scientific feedback, an essential yet scarce resource for knowledge production.