The interpretability alone is sufficient and that the presence of explainability is not of fundamental importance.a.Trueb.False

Explainability and interpretability aren't used interchangeably.Review LaterTrueFalse

Say you are building an AI system to help make diagnoses from X-ray scans. Which of the following statements about explainability of AI do you agree with?1 pointLack of explainability can hamper users’ willingness to trust and adopt an AI system.Explainability is usually achieved through building a chatbot to talk to the user to explain its outputs.Most AI systems are highly explainable, meaning that it’s easy for a doctor to figure out why an AI system gave a particular diagnosis.AI systems are intrinsically “black box” and cannot give any explanation for their outputs.

Consider the following statement:An explanation should be as simple as possible.Which condition of a good explanation does this describe?SimplicityFalsifiabilityDepthModesty

Post-hoc explanation cannot be used for ML/DL model when interpretable model cannot be built.a.Trueb.False

Question 2Inference to the Best Explanation is most accurately described as1 pointa form of reasoning in which we deduce that every event that has an explanation has a purely physical explanation.a form of reasoning in which we infer from the fact that event B occurred immediately after event A, to the conclusion that event A caused event B. a commitment to not multiplying entities beyond necessity. a form of reasoning on the basis of which we accept a theory that most completely and parsimoniously explains a range of observable phenomena.