Beyond Chatbots: AI is Creating a ‘Material Search Engine’ to Reshape Our Physical World

When we talk about AI, we often think of chatty robots or models that can “paint.” However, behind these visible interfaces, a more substantial transformation is taking shape: AI is turning the “discovery of materials” into a searchable, designable, and verifiable engineering process, directly targeting some of humanity’s most challenging issues such as clean energy, … Read more

MAS-GPT: A Generative Design Paradigm for Multi-Agent Systems

MAS-GPT: A Generative Design Paradigm for Multi-Agent Systems

MAS-GPT proposes a generative design paradigm for Multi-Agent Systems (MAS) that can automatically generate a complete, executable, and well-organized MAS with just a single query. This approach significantly simplifies the process of building MAS, making it as easy as chatting with ChatGPT. This work was presented at the International Conference on Machine Learning (ICML) 2025.Generative … Read more