Modern civilization commonly narrates evolution through scarcity, competition, selection, and the survival of the better adapted. While natural selection remains foundational to evolutionary biology, its expansion into a total civilizational ontology obscures the generative roles of conservation, redundancy, structural drift, recurrent coupling, emotioning, languaging, and love. This white paper brings Maturana and Mpodozis’s theory of natural drift into dialogue with autopoiesis and structural coupling, Kalkman and Deacon’s Inverse Darwinism, Maturana’s biology of emotioning and languaging, the biology of love, and McMurtry’s life-value onto-axiology. It proposes life-coherent generative drift as a transdisciplinary framework. Living systems conserve organization while varying structurally; redundancy and excess capacity protect exploratory divergence; recurrent coupling discloses complementary relations; human emotional and linguistic coordination stabilizes worlds of practice and institution; and life-coherence evaluates whether the resulting organization protects, restores, or enlarges life-capacity without transferring disabling costs to other lives or future conditions. The paper distinguishes generative reserve from bureaucratic duplication, life-serving complementarity from pathological lock-in, and system coherence from life-coherence. Applications are developed for medicine, education, ecology, economics, artificial intelligence, democracy, law, and peacebuilding. The central conclusion is that a civilization capable of becoming otherwise must conserve the life-ground, sufficient margin for variation, truthful feedback, legitimate participation, and corrigible civil commons. The world is what we conserve together.