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Thursday, June 10, 2021

What Is AI Bias and How Can Developers Avoid It? | Technology Explained - MakeUseOf

Even though AI is all code and algorithms, it can still carry bias and discriminate against people by Jake Harfield, freelance writer based in Perth, Australia.

Photo: MakeUseOf
Artificial intelligence capabilities are expanding exponentially, with AI now being utilized in industries from advertising to medical research. The use of AI in more sensitive areas such as facial recognition software, hiring algorithms, and healthcare provision, have precipitated debate about bias and fairness. 

Bias is a well-researched facet of human psychology. Research regularly exposes our unconscious preferences and prejudices, and now we see AI reflect some of these biases in their algorithms.

So, how does artificial intelligence become biased? And why does this matter?...

AI Bias Isn't Here to Stay

AI bias occurs when algorithms make biased or inaccurate predictions because of biased inputs. It occurs when biased or incomplete data is reflected or amplified during the development and training of the algorithm.

The good news is that with funding for AI research multiplying, we’re likely to see new methods of reducing and even eliminating AI bias. 

Read more... 

Source: MakeUseOf