What is generative AI?

Generative AI, or GenAI, is a type of artificial intelligence that creates new content such as text, code, images, video, and audio by learning patterns from its training data rather than analyzing or classifying inputs like traditional AI models. It employs neural networks inspired by human brain processes and uses models like large language models (LLMs) and transformers to predict and generate content based on prompts. LLMs, for example, can perform complex language tasks, while specialized models can generate or edit code, images, video, and audio. This technology is distinct from other AI models that focus on prediction, classification, and recommendation, which do not create new content. Generative AI's potential is further amplified by tools like Zapier, which integrate these models into workflows, automating processes such as content generation, summarization, and task management to enhance productivity and efficiency.