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This study identifies electron transfer dynamics, rather than simple layer spacing, as the critical factor governing superconductivity in iron-based materials. By using synchrotron techniques to probe microscopic electronic structures, researchers offer a new pathway for tuning unconventional superconductors without relying solely on structural expansion. This fundamental insight advances our understanding of the mechanisms required to develop more effective high-temperature superconducting hardware.