State and Memory is All You Need for Robust and Reliable AI Agents

Matthew Muhoberac, Atharva Parikh, Nirvi Vakharia +12

Large language models (LLMs) have enabled powerful advances in natural language understanding and generation. Yet their application to complex, real-world scientific workflows rema…