Model Cards
Model Cards offer insights into the development and performance of machine learning models, promoting transparency and accountability. They help researchers, developers, and stakeholders understand model behavior, ensuring responsible AI deployment.
AI Fairness 360
AI Fairness 360 is an open-source toolkit designed to identify and reduce bias in machine learning models. Developed by experts, it provides techniques to ensure fairness throughout the AI lifecycle. The toolkit supports both Python and R.
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As AI gets more intelligent and capable of doing more complicated human activities, it will become more difficult to monitor, validate, anticipate, and explain their behaviour.
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