This article is an in-depth exploration of the promise and peril of generative AI: How it works; its most immediate applications, use cases, and examples; its limitations; its potential business benefits and risks; best practices for using it; and a glimpse into its future. ...
Generative Artificial Intelligence (AI) is a class of AI that uses machine learning models to create information — including text, images and music — that is similar to human-created content.
Generative AI has hit the ground running—so fast that it can feel hard to keep up. Here’s a quick take pulled from our top articles and reports on the subject.
Discover how generative AI and automation work together to enhance efficiency and productivity, transform the customer experience, and drive business transformation.
Each generative AI use case presents its own challenges: Text generation:Despite the incredible strides made seemingly every day, text generation is far from foolproof. It’s therefore crucial that actual human beings oversee the process, ensure the accuracy and appropriateness of the generated content...
Generative AI is a kind of artificial intelligence technology that relies on deep learning models trained on large data sets to create new content.
the parameters or representations in the original model.RAG can ensure that a generative AI app always has access to the most current information. As a bonus, the additional sources accessed via RAG are transparent to users in a way that the knowledge in the original foundation model is not....
Generative AI (GenAI) is a tool that can generate text, images, and music based on specific prompts. Learn more, and how to use it at your organization.
What are some Examples of generative AI? Let’s look at an example, traditional AI models have been defined around predicting an outcome. Traditional AI is deterministic; it has a set of rules that are defined and it will tell you the outcome of something based on those rules. Traditional ...
But OpenAI’s crown jewel and one of the first mainstream generative AI tools was released less than a year ago. Since then, we’ve seen the new generation of AI-powered tools seep into the public attention. So, what exactly is generative AI? In a nutshell, generative AI is a branch ...