Building for Dignity: A Sociological Framework for Ethical AI Product Design ⚖️

Ethical AI is not about compliance checklists. It is about designing systems that preserve human dignity, expand agency, and distribute value fairly across all users — not just the most profitable segment.

When we build, we must ask: Does this system empower the user, or does it merely extract from them? Does it foster community, or isolation?