Hypothesis Generation

Where LLMs Actually Fit in Science: Four Applications, Compared by Capability, Risk, and Ethics

Large language models are transforming scientific research across four key applications: literature synthesis, hypothesis generation, data analysis, and writing. This article compares these uses by capability, risk, and ethics, offering guidance for researchers on responsible integration, verification, and transparency.