| Deepfake AI is a type of artificial intelligence used to create convincing image, audio and video hoaxes. The term, which describes both the technology and the resulting bogus content, is a portmanteau of the terms deep learning and fake. Deepfake content is created by using two competing AI algorithms -- one is called the generator and the other is called the discriminator. Together, the generator and discriminator form something called a generative adversarial network (GAN). The generator creates fake multimedia content and asks the discriminator to determine whether the content is authentic. Each time the discriminator accurately identifies content as being fake, it provides the generator with valuable information about how to improve the next deepfake. Continue reading... Take today's Pop Quiz! 1. What do you call a machine learning model in which two neural networks compete with each other to become more accurate in their predictions? Answer 2. ___________ is a type of AI that imitates the way toddlers gain certain types of knowledge -- such as learning how to tell the difference between a cat and a dog. a. deep learning b. six degrees of separation Answer 3. What type of analytics uses both new and historical data to forecast behavior and trends? a. predictive b. prescriptive Answer 4. What type of AI replicates human intelligence, but only for a dedicated, specific purpose? a. narrow AI b. limited memory AI Answer 5. ________ is an approach to AI programming in which the program is given labeled input data as well as the expected output results. a. supervised learning b. unsupervised learning Answer |
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