Exploring generative AI models
In the previous section, we went over the majority of the ANNs that make up DL models. In this section, we will go deeper into the risks and rewards of various generative AI models specifically, given the exposure and potential generative AI has in the world of AI products. The world of generative AI is still being formed and the below models offer a snapshot of the main model types that make up the current generative AI landscape.
Keep in mind that the beauty of generative models is that their outputs will differ every time you prompt them. Some will be better at predicting what you’re expecting than others and some will be able to give you more diversity than others. What you will get by the end, however, will be that model’s best guess for meeting your request. Because of a variety of probabilistic and deterministic decisions the model is making across each layer of the neural network, the outputs we get from generative models are...
