EverMine: Dissecting the Self-Evolution of Research Capabilities in Long-Horizon Alpha Research
The results show that candidate value depends on the evolving portfolio and submission order, and motivate evaluating self-evolving research capabilities through end-to-end outcomes, conditional capability value, and the consequences of experience-based decisions.