Published on June 27, 2026, the survey and a related list examine how agents in production turn interaction traces into durable capabilities, from self-evolution to meta-evolution.
Published on June 27, 2026, the material comprises a survey and a related list about agents in production that turn interaction traces into durable capabilities. Its scope ranges from self-evolution to meta-evolution; the available summary does not report specific experimental results.
The topic may interest engineers assessing infrastructure and approaches for agents that improve with experience. To understand the arguments and verify details, consult the original survey and list, and check their methods, definitions, and evidence before drawing conclusions.