A Three-Layer Framework for AI in Scientific Discovery

1. 1Apply large language models for search and retrieval in Layer 1
2. 2Build a framework for model formation and evolution in Layer 2
3. 3Configure optimization, simulation, and automation in Layer 3
4. 4Test the three-layer framework using real-world scientific discovery scenarios
5. 5Run evaluations to assess the effectiveness of the framework

Data scientists and AI engineers on a research team can benefit from this framework to improve their discovery process, while researchers can apply it to enhance their understanding of AI's role in scientific discovery

💡 A three-layer framework can capture the central act of discovery, including model formation and evolution, to enhance AI's role in scientific discovery

🔍 AI in scientific discovery: beyond search and optimization, a 3-layer framework for model formation and evolution #AI #ScientificDiscovery