Artificial intelligence is often described as software, but a new United Nations University report argues that it is also physical infrastructure. If AI will reshape our landscapes through its demands for energy, water, transmission, and land, are project-by-project decisions still enough? This essay explores why the future of conservation may depend on moving from project-by-project planning to intentional landscape design.