In the age of black box foundation models, Explainable Artificial Intelligence (XAI) is no longer optional, it’s essential. At Takeoff Edu Group, we believe that by evolving tools like SHAP, LIME and counterfactual explanations for LLM interpretability and ensemble model transparency, we can help build AI systems that not only perform at the highest level but also explain themselves c... https://takeoffprojects.com/page/blog/explainable-artificial-intelligence-xai