This paper explores the interconnected, recurrent global patterns of systemic violence against marginalized outgroups. Rooted in historical legacies of eugenics, white supremacy, and transgenerational trauma, these cycles are amplified by economic inequality, misinformation ecosystems, legal and institutional frameworks, psychological identity dynamics, and ecological crises. Recognizing these patterns is essential for approaches that promote justice, sustainable coexistence, and planetary survival.