Usage of AI in Science

AI Scientist and Co scientist

Generative AI models can help scientists with writing. They can also suggest ideas, help literature search, etc.

Bockting2023living suggests some guidelines.

Binz2023how some ideas & conversations by leading researchers about the usage of AI in Science.

Usage in chemistry (nature paper). Math (another nature paper)

Manning2024automated proposes a way to automate social science inquiries.

Messeri2024artificial categorizes the vision of AI usage in science and discusses illusions created by each category.

Swanson2024virtual created a virtual lab of AI Agents to discover antibodies that are validated experimentally.

Si2025ideationexecution showed that AI-generated ideas tend to sound good before execution but not to fan out.