The AI Agent Market Is Splitting in Two — And Most Builders Don't Realize It Yet

The AI agent market is splitting into two distinct types: deterministic task automation with clear ROI but low margins, and probabilistic agents for research and analysis with variable quality. Many builders fail to recognize this split, which impacts profitability and long-term viability as larger platforms integrate the simpler task-based agents.