By 2022 Google Translate had been using transformer models for several years. By 2014 Facebook was using deep convolutional neural nets (DeepFave) for face detection. Literally the things you think were “before LLMs” are either basically indistinguishable from LLMs or their direct predecessors.
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*DeepFace (if the folks at Apple could fix iOS 27 autocorrect before release, perhaps with Better Autocorrect, I would appreciate it)
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