【How to Approach This Series】 This paper is constructed upon a dynamic cosmological perspective, featuring a multi-layered and internally consistent structure. Consequently, readers may find the content recursive or densely interconnected. To maximize understanding, we recommend the following approach: 1.Load multiple papers (3–5) from this series into an AI system (such as Claude or ChatGPT). 2.Request a summary and a structural analysis of the interconnected concepts. 3.Once you have grasped the holistic picture, proceed to read the specific sections of interest.This friction is not a flaw, but rather a natural characteristic of engaging with a theory that possesses a dynamically updating universe. [ Recommended Prompt for AI Analysis ] You can use the following prompt to analyze the series efficiently: "I have uploaded multiple papers from this series.Please analyze them as a unified theoretical framework,rather than as independent or static papers. 1.Identify the core 'dynamic structure' and explain how the concepts are internally consistent and recursive. 2.Synthesize the definitions of key terms that appear across the papers. 3.Provide a high-level summary of the overall cosmological view presented. 4.Outline the logical flow connecting these specific papers."

We derive black holes (BH), dark matter (DM), and dark energy (DE) from a unified conservation backbone and the triple role of the speed of light C. Mass is reinterpreted as a C² repayment structure: existence requires continuous payment at the rate E = mC² per unit proper time. At a black hole, this repayment halts (ν₀ → 0), and mass becomes operationally undefinable. Dark matter effects emerge from spatially inhomogeneous update rates, while dark energy corresponds to the background ν-floor driving cosmic acceleration. The framework establishes C as: (1) synchronizer—the universal clock standard; (2) causal limit—the upper bound on information propagation; and (3) exchange rate—the time–energy conversion factor. This structural derivation requires no new particles or modifications to general relativity, only a reinterpretation of the operational meaning of conservation laws in a finite-update universe.