Explainable / Interpretable AI
- AI Verification and Validation
- Journey to Singularity
- Self Learning Artificial Intelligence - AutoML & World Models
- Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives - IBM
- Why a right to explanation of automated decision-making does not exist in the General Data Protection Regulation | Wachter. S, Mittelstadt, B., Florida, L - University of Oxford, 28 Dec 2016
- This is What Happens When Deep Learning Neural Networks Hallucinate | Kimberley Mok
- H2O Machine Learning Interpretability with H2O Driverless AI
AI system produces results with an account of the path the system took to derive the solution/prediction - transparency of interpretation, rationale and justification
