Researchers Reduce Bias in AI Models While Preserving or Improving Accuracy

What is AI bias? Almost everything you should know about bias in AI results

Generative Artificial Intelligence chatbots like ChatGPT are trained on vast amounts of human generated data. Surprisingly, in addition to the knowledge they also pick up our prejudices.

Researchers Reduce Bias in AI Models While Preserving or Improving Accuracy

A new technique identifies and removes the training examples that contribute most to a machine-learning model’s failures.   Copyright: news.mit.edu – “Researchers Reduce Bias in AI Models While Preserving or Improving Accuracy”   Machine-learning models can fail when they try to make predictions for individuals who were underrepresented in the datasets they were trained on. For instance, a model that predicts the best treatment option for someo…