Generative AI Development – What is it and How Does it Work?
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Introduction Generative AI, a subset of artificial intelligence, plays a critical role in current technology, transforming how robots comprehend, create, and interact with data. Its significance stems from its ability to generate fresh information, images, messages, and even full simulations autonomously, emulating human-like creativity and cleverness. What is Generative AI? Generative AI refers to a set of algorithms and models that create new material that is convincingly comparable to human-created content. It includes techniques like generative adversarial networks (GANs), autoencoders, and recurrent neural networks (RNNs). Image synthesis, text generation, music composition, and video production are some examples of generative AI applications. How Does Generative AI Work? Generative AI follows a multi-step process: Data Input: The system is fed a huge dataset containing examples of the content it wants to generate.An artificial intelligence model is trained on this dataset. A...