It doesn't just memorize examples, but gets a "feel" for things. We do this millions and millions of times, and the model learns. Then, we would change the verb "write" to the incorrect "writes": Writer's AI writing assistant helps everyone at your company writes with the same style, terminology, and brand voice and tell the model that this is a bad sentence. We might show it Writer's AI writing assistant helps everyone at your company write with the same style, terminology, and brand voice and tell the model that this is a good sentence. For example, we teach the Writer deep learning grammar error correction system to correct subject/verb agreement by showing it many examples of subjects and verbs. Deep learning systems start out with the capacity to learn, and then are trained to recognize patterns by being shown many examples.
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