What are some real-world examples of explainable AI?
Explainable AI (XAI) is crucial in fields like healthcare and finance. For instance, in healthcare, algorithms help doctors understand patient diagnoses by providing clear reasoning behind predictions.
Can you give me another example?
Sure! In finance, explainable AI is used in credit scoring. It helps lenders understand why a loan application was approved or denied, ensuring transparency in decision-making.
How does explainable AI improve trust?
Explainable AI builds trust by making AI decisions transparent. When users understand how decisions are made, they are more likely to trust the technology.
What industries benefit the most from explainable AI?
Industries like healthcare, finance, and autonomous vehicles benefit significantly from explainable AI, as it enhances accountability and safety.
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