What’s Wrong with “Explainable A.I.”

Focus: Methods or Design

Source: Fortune

Readability: Intermediate

Type: Website Article

Open Source: No

External URL: https://fortune.com/2022/03/22/ai-explainable-radiology-medicine-crisis-eye-on-ai/

Keywords: N/A

Learn Tags: Business Design/Methods Ethics AI and Machine Learning

Summary: Explainable AI has an explainability problem, especially in healthcare. Explainable AI methods being sold by companies are often faulty and misleading, and they reveal a larger problem: deep learning algorithms used in healthcare settings are rarely subjected to rigorous testing, such as the approval process for prescription drugs.