Data Ethics Repository

Tag: Explainability

AI Ethics (AI Code of Ethics)

Artificial Intelligence, Explainability, Fairness, Inclusivity, Misuse, Responsibility

Author: George Lawton, Ivy Wigmore; Publisher: Tech Target; Publication Year: N/A. The following definition discusses how an artificial intelligence (AI) code of ethics is important because it is able to provide guidance to stakeholders to…
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7 Revealing Ways AIs Fail

Algorithmic Bias, Artificial Intelligence, Classification, Explainability, Model Brittleness, Model Failure, Neural Network Models, Uncertainty

Author: Charles Q. Choi.; Publisher: IEEE Spectrum; Publication Year: 2021. The following article details 7 common flaws in AI models and many real-world examples of these failures. It touches particularly on neural network models, but…
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