Generalist Agent Enabling Scalable Agentic Reasoning

Proposes Alita, a generalist agent framework that enables scalable agentic reasoning through minimal predefinition and maximal self-evolution. Unlike traditional agents reliant on handcrafted tools, Alita autonomously constructs reusable MCPs (Model Context Protocols) using web search and code synthesis, outperforming more complex systems like OpenAI DeepResearch and OctoTools on GAIA, MathVista, and PathVQA benchmarks.