Towards Rigorous Explainability by Feature Attribution

Create a framework for rigorous feature attribution to replace SHAP/LIME for high-stakes AI. This should provide provable bounds on explanations rather than just estimations.

Suggested repo: rigorous-xai

"Stop using unreliable SHAP values—use provable attribution."

Estimated effort: 90h