Ding, Y. The Interpretation-Prediction Trade-off and The Layered Integration Framework — A Three-Stage Evolution and Methodological Reconstruction of Asset Pricing Models. ESA 2026, 19, 455-463. https://doi.org/10.70267/icfmb.202619455463.