18 August 2026
Research shows AI agent skills work mostly through process, not knowledge
- A study of AI agents found that when given specialized skills, they improve mainly by learning better processes (65.7%) rather than acquiring new facts (4.5%).
- Performance drops significantly when agents have access to larger pools of skills, suggesting current systems struggle to manage many options effectively.
