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Self-evolving apps improve with each use by learning from user corrections, not through code updates. This intelligence operates as a separate, updatable layer that uses past corrections to enhance decision-making without requiring machine learning or data science teams. The talk covers design, development, licensing models, and lessons learned from real-world applications.