tackle ai bias
Researchers develop fairer algorithm to tackle AI bias - Verdict
A researcher from Queen's University Belfast has developed an algorithm that could help address the issue of artificial intelligence (AI) bias. Although AI has many applications, it also brings the risk of bias. As AI is trained using large volumes of data, if this data contains human biases, AI algorithms will make connections based on this. For example, if shown images of doctors that are predominantly male, AI will learn that doctors are less likely to be female. This creates a significant issue when the technology is used in recruitment, insurance or policing, as there is a danger of it reinforcing existing bias rather than help eliminate it.