Generative AI vs. AI Artificial intelligence is a vast area of computer science, of which generative AI is a small piece, at least at present. Naturally, generative AI shares many attributes in common with traditional AI. But there are also some stark distinctions. Common attributes: Both depen...
Generative AI uses a number of techniques that continue to evolve. Foremost are AI foundation models, which are trained on a broad set of unlabeled data that can be used for different tasks, with additional fine-tuning. Complex math and enormous computing power are required to create these trai...
The current wave of generative AI tools are smart, capable, and learning new tricks at a pace humans can’t compete with. They can “paint” impressive digital images in the style of Monet and write poetry in the voices of Whitman or Dickinson, all based on simple prompts. But how exactl...
The world of business intelligence (BI) and analytics has evolved from descriptive to predictive, and now, to generative. Generative AI, a cutting-edge technology, is making its mark in embedded analytics solutions. These powerful AI analytics tools are assisting business users in analyzing their ...
Generative AI outputs are informed by training data — information provided to the model — like general AI tools, such as conversational chatbots that depend on predefined responses. However, generative AI expands upon AI capabilities by providing unique outputs that weren’t included in the ...
Entertainment: Many people use publicly available generative AI tools solely for fun. Other benefits: AI is a rapidly growing field, and further benefits from generative AI are likely still yet to come. However, generative AI does come with its share of drawbacks, including: Hallucination and oth...
How Does Generative AI Work? Generative AI relies on sophisticated deep learning models to analyze data patterns and create new outputs. The two most prominent technologies that drive Generative AI are: 1. Generative Adversarial Networks (GANs) GANs use two neural networks working in tandem: ...
Generative AI's ability to create new content and generate realistic images and videos has already been utilized to streamline workflows in a variety of sectors including gaming, advertising, and design fields. However, there are also concerns about this technology’s ethical implications, particularly...
There are many ways to use generative AI tools in your business. When used correctly, generative AI creates opportunities to expand your business, increases productivity and efficiency, saves costs, and gives you a competitive advantage. If you're curious about how you can integrate these AI ...
Those are some of the more widely known examples of generative AI tools, but various others are available. For instance, Grammarly is an AI writing tool that usesgenerative AIto help people improve the clarity and correctness of their writing wherever they already write. ...