The collection organizes research by the deepest component that changes and takes effect: output-level, model-level, scaffold-level, improver-level, and criterion-level self-evolution. It also asks what evidence can support a claim that an update actually improves performance.
With 549 manuscript-used works, five self-evolution levels, and eight catalog sections, the project is useful for researchers, engineers, and students mapping the field. It links to the paper, OpenReview materials, code, and a structured reading collection.

