We present a unified framework in which cosmic accelerated expansion and black hole formation emerge as complementary responses of a dynamic, closed universe that must preserve ever-growing records without an external disposal channel. Living systems maintain internal order by exporting high-entropy waste to an external environment; the universe, by definition, has no "outside" into which accumulated records can be discarded. Consequently, record preservation in a closed system forces two internal processing strategies: (i) capacity expansion, which dilutes record density via accelerated expansion of the background (manifesting phenomenologically as dark energy), and (ii) node compression, which isolates irreducible records behind causal/operational boundaries (manifesting as black holes). This correspondence is not metaphorical but structural, arising from identical thermodynamic and informational constraints. We outline observational contact points—including the ubiquity of central black holes, the M–σ relation, and the existence of early supermassive black holes—as natural outcomes of local processing saturation. The key difference between the universe and living systems is not structure, but the presence of a disposal channel. What is traditionally labeled "quantum gravity" may not require a new force or quantization scheme, but rather recognition of a scale-independent update constraint already present in both quantum mechanics and general relativity.

【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."

The theoretical lineage of "gravity = the inevitability of information processing" is described in the additional document "Gravity_V0_to_V82_Lineage_EN.pdf."