Unite.AI

APRIL 9, 2024

Several times black-box AI models have produced unintended consequences, including biased decisions and lack of interpretability. Composite AI is a cutting-edge approach to holistically tackling complex business problems. It achieves this by integrating multiple analytical techniques into a single solution.

Composite AI 182

Composite AI Explainability Black Box AI Explainable AI 182

Towards AI

DECEMBER 19, 2023

Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. It is very risky to apply these black-box AI systems in real-life applications, especially in sectors like banking and healthcare. So, without further ado, let’s dive in!

Neural Network 122

Neural Network AI Modeling Black Box AI Explainability 122

Mlearning.ai

DECEMBER 31, 2023

Let’s embark on this enlightening journey together, unraveling the mysteries of AI, one explanation at a time. What is Explainable AI? It is a research field on ML interpretability technique whose aims are to understand machine learning model predictions and explain them in a human understandable terms to build trust with stakeholders.

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Explainable AI Explainability Neural Network Black Box AI 52