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" ... David Stewart: Did the artists create this discriminator model? Did they create this program? ... "
" ... In its methodology, the sole discriminator between passport rankings is the number of countries the passport permits you to travel as a tourist and visa-free. The caveat being that "visa-free" includes visas on arrival and that the current rankings do not take temporary restrictions due to the Covid-19 pandemic into account. ... "
" ... Starting with a given dataset (say, a collection of photos of human faces), the first neural network (called the “generator”) begins generating new images that, in terms of pixels, are mathematically similar to the existing images. Meanwhile, the second neural network (the “discriminator”) is fed photos without being told whether they are from the original dataset or from the generator’s output; its task is to identify which photos have been synthetically generated. ... "
" ... The AI models used were generative adversarial networks (GANs), a type of machine learning where two adversarial models are trained simultaneously—a generator ("the designer") which learns to create images that look real, and a discriminator ("the design critic") which learns to tell real images apart from fakes. During training, the generator becomes better at creating images that look real, while the discriminator becomes better at detecting fakes. The application of this creatively allows computer-generated imagery and movement that look plausible (and likely aesthetically pleasing) to the viewer. ... "