A fundamental challenge in contemporary theoretical physics is reconciling General Relativity with Quantum Mechanics. Traditional perturbative quantum gravity suffers from non-renormalizability due to the non-linear self-interaction of gravitons. To address this, we propose a heuristic framework termed the "Dissipative Static-Graviton Model." This model postulates that massive particles consume vacuum energy to map discrete, absolutely static, and non-interacting gravitons onto the spatial fabric. Consequently, gravity is reinterpreted not as the curvature of a continuous spacetime continuum, but as discrete momentum transfers resulting from the kinematic absorption of these static gravitons by moving particles. We demonstrate that the spherical dispersion of a particle's probability mass density naturally yields the macroscopic 1/r2 inverse-square law. Furthermore, we propose a novel mechanism for black hole event horizons, redefining them as "momentum reversal barriers" where extreme static graviton density forces an inevitable 180-degree momentum reversal of photons, negating the need for infinite spacetime curvature.This preprint outlines the core conceptual framework and axioms. Mathematical formalization is currently in progress.中文摘要如下: 當代理論物理學的一個基本挑戰,在於調和廣義相對論與量子力學。傳統的微擾量子引力理論由於引力子的非線性自交互作用,面臨著不可重整化(無窮大發散)的困境。為解決此問題,本文提出一個名為「耗散型靜態引力子模型」的啟發式框架。該模型假設大質量粒子會消耗真空能量,將離散、絕對靜態且無交互作用的引力子映射至空間結構中。因此,引力不再被詮釋為連續時空的幾何彎曲,而是移動粒子透過動力學吸收這些靜態引力子所產生的離散動量轉移。我們證明,粒子機率質量密度的球狀彌散自然推導出了宏觀的 1/r2 平方反比定律。此外,我們針對黑洞事件視界提出一種新機制,將其重新定義為「動量翻轉屏障」:在此區域,極端的靜態引力子密度迫使光子發生必然的 180 度動量翻轉,從而消除了對無限大時空曲率的依賴。