The 4 Types Of AI Changing Our World #GenerativeAI

Generative AI is a new field of artificial intelligence that can create human-like content such as pictures, videos, poetry, and computer code. There are four main types of generative AI: Large Language Models (LLMs), Diffusion Models, Generative Adversarial Networks (GANs), and Neural Radiance Fields (NeRFs). LLMs are neural networks trained on text data to generate content and understand natural language inputs. Diffusion models create images and videos through iterative denoising processes. GANs involve two algorithms competing to generate realistic content. NeRFs are used to create 3D representations of objects using deep learning.

Hybrid models in generative AI combine different techniques to create innovative content generation systems. By integrating LLMs with other neural networks, hybrid models can offer enhanced context and adaptability, leading to more accurate and contextually relevant results. These hybrid approaches unlock new possibilities for applications like text-to-image generation and software development. Generative AI is constantly evolving, with new methodologies and applications emerging regularly. The next decade is expected to bring groundbreaking applications that will transform industries and reshape how we interact with technology.

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Source link: https://www.forbes.com/sites/bernardmarr/2024/04/29/the-4-types-of-generative-ai-transforming-our-world/?ss=ai