3 Ways We Solve for the Influence of Human Cognitive Biases in AI & ML Models

3 Ways We Solve for the Influence of Human Cognitive Biases in AI & ML Models

Artificial Intelligence, Blog, Data Science, Machine Learning
In recent years, we have seen artificial intelligence (AI) being used to solve complex analytical problems and introduced in a growing number of fields in ways never before thought possible. We find ourselves amidst machine learning (ML) and deep learning algorithms deployed for specific cases to replace the need for humans and mimicking human functions. These algorithms are designed to process innumerable input parameters, assess the various possibilities by running multiple iterations before identifying the best solution. All the above steps occur within fractions of a second. Consequently, these scenarios call for high accuracy and high precision models which leave almost null to zero chances for error. How confident and comfortable are we, when machines take over these responsibilities that we thrust upon them? As organizations, we often tend to focus…
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