AI Agents Struggle with Complexity: Why They Fall Short of Human-Level Intelligence in Tool Management
LangChain conducted experiments to assess the limits of a single AI agent versus multiple agents in handling tasks in an organization. They discovered that single agents struggle when given too many instructions, leading to a drop in performance. Using a basic ReAct agent framework, LangChain tested an email assistant on tasks like answering customer queries ...
