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Explaining the explainers: Why AI needs better interpretation

4 MINS READ

Jayashree Arunkumar

Technical Architect

Highlights

  • Conventional machine learning models are difficult to interpret when dealing with high dimensional data

  • Explainable AI solutions are crucial for reliable and trustworthy user experience

  • Ideal AI decision-making models must also provide recommendations in the form of counterfactuals