Gartner has published research indicating that agentic AI systems will not experience the same economies of scale benefits that have characterized other AI technologies. The analysis suggests that unlike traditional machine learning models, the cost structure and scalability dynamics of autonomous AI agents present different economic constraints. The findings could have significant implications for organizations planning agentic AI investments and deployment strategies.