
AlphaAgent: Google DeepMind's Skill-Driven AI for Materials Science Literature Analysis
Google DeepMind released AlphaAgent, a skill-driven AI framework that decouples retrieval-based question answering from paper-level report generation for materials science literature analysis. Unlike conventional RAG pipelines, AlphaAgent uses explicit skill contracts to handle composition, processing, characterization, and property relationships simultaneously.




