The accuracy of an AI model often shifts because of changing circumstances in the real world.

Do AI systems have bias?

AI systems can perpetuate biases. This is especially true in hiring practices and in criminal justice, and managing those biases can be difficult.

<span data-sheets-value="{"1":2,"2":"A deep fake is a digitally rendered video or image that uses artificial intelligence techniques to appear extremely realistic. The images or video convincingly depict people saying or doing things they have never done. "}" data-sheets-userformat="{"2":4483,"3":{"1":0},"4":{"1":2,"2":16777215},"10":2,"11":4,"15":"Arial"}">A deep fake is a digitally rendered video or image that uses artificial intelligence techniques to appear extremely realistic. The images or video convincingly depict people saying or doing things they have never done.

What is synthetic data?

Essentially, synthetic data is artificial data generated based on a real data set. It is realistic, and statistically representative of the original.

Eleanor Watson IEEE Senior Member

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