Responsible AI

The practice of developing and deploying AI systems in ways that are fair, transparent, accountable, and aligned with human values. Responsible AI isn't a compliance checkbox -- it's an operational discipline that covers data sourcing, model testing, deployment decisions, and ongoing monitoring. Organizations that treat it as a PR exercise tend to discover the hard way that "responsible" requires actual changes to how AI is built and used.