AI Biases depend on our own biases. Photo: iStock. Credit: Olemedia The Threat of AI Bias Farooqkadri · Follow 4 min read · 1 hour ago Understanding the Implications and Mitigating the Risks Over the last few decades, artificial intelligence (AI) has demonstrated extraordinary ability in assessing and forecasting data patterns across a wide range of modalities: Incredible power, but a hazardous one because of the systemic biases embedded in its algorithms, data, and methods. Those prejudices “instantiated” themselves whenever they appeared in culturally sensitive circumstances and had high-stakes consequences, violating AI fairness. Artificial intelligence biases are inherently entrenched in a collection of forms within the historical and social context of technology. When the training set is biased, such as institutionalized bias, data prejudice, or overfitting to an arbitrary […]
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