Google’s Gemini is another generative AI tool that uses an LLM to provide unique responses to user prompts. It works much like ChatGPT.LLMs aren’t the only type of generative AI available to consumers. DALL-E, another generative AI innovation from OpenAI, uses a diffusion model to ...
Diffusionis commonly used in generative AI models that produce images or video. In the diffusion process, the model addsnoise—randomness, basically—to an image, then slowly removes it iteratively, all the while checking against its training set to attempt to match semantically similar images....
DALL-E 2: Also created by OpenAI, DALL-E 2 can generate realistic images with nothing more than a short text prompt thanks to a process called diffusion, which begins with a pattern of random dots that gradually form an image. Gemini: Gemini is a generative AI chatbot created by Google,...
Generative AI begins with a foundation model—a deep learning model that serves as the basis for multiple different types of generative AI applications. The most common foundation models today arelarge language models (LLMs), created for text generation applications, but there are also foundation mo...
Generative AI is reshaping the landscape of visual creativity and enhancement. With foundation models likeStable Diffusion, products can generate unique images and art using text prompts. AI is now creating stunning artwork, creating realistic videos, and helping with photo editing. Tools likeMidjourney...
Generative AI Use Cases Generative AI has the far-reaching potential to speed up or fully automate a diverse set of tasks. Businesses should plan deliberate and specific ways to maximize the benefits it can bring to their operations. Here are some specific use cases: Bridge knowledge gaps: With...
Generative AI is the use of AI systems to generate original media such as text, images, video, or audio.
It was the first large-scale transformer model that showed what generative AI is capable of in terms of understanding and generating coherent, contextually-relevant text.(9) Last year, we also saw the emergence of a new generation of text-to-image diffusion models like Midjourney, Stable Di...
As diffusion models become increasingly popular due to the high-quality samples that they can create, their slow sampling speeds have become increasingly apparent. Lack of high-quality data: Oftentimes, generative AI models are used to produce synthetic data for different use cases. However, while ...
What is generative AI? ChatGPT, Bing Chat, and Bard - we explain how artificial intelligence works, with the most relevant examples of today.