How do you define complex and contradictory?

Complex refers to something that consists of many interconnected parts or factors, making it intricate and often difficult to understand fully. Contradictory involves the presence of opposing elements or ideas that cannot coexist without conflict, leading to inconsistencies or paradoxes. Together, these terms highlight the multifaceted nature of issues or concepts that may seem at odds with each other while still being interrelated.