Also known as: GenAI or genAI · GenAI · Generative Artificial Intelligence · Generative AI · Generative AI (GenAI)
Generative AI (GenAI) bezeichnet KI-Systeme, die als Reaktion auf Prompts oder Kontext neue Inhalte wie Text, Bilder, Audio, Video, Code oder andere Medien erstellen. Diese Systeme lernen Muster aus Trainingsdaten und erzeugen Ausgaben, die den Arten von Inhalten ähneln oder diese transformieren, auf denen sie trainiert wurden.
An emerging transformative field with no formal definition. That said, most experts agree that generative AI models can create ("generate") content that is all of the following: - complex - coherent - original Examples of generative AI include: - Large language models, which can generate sophisticated original text and answer questions. - Image generation model, which can produce unique images. - Audio and music generation models, which can compose original music or generate realistic speech. - Video generation models, which can generate original videos. Some earlier technologies, including LSTMs and RNNs, can also generate original and coherent content. Some experts view these earlier technologies as generative AI, while others feel that true generative AI requires more complex output than those earlier technologies can produce. Contrast with predictive ML.
A type of AI that goes beyond the traditional AI focus on classification and prediction. Generative AI uses foundation models to generate new content like text, images, audio, or videos by learning the underlying patterns and style of the training data.
A side-by-side comparison of Generative AI and Large Language Model. Understand why generative AI is a broader content-producing category, while an LLM is a language-focused model type often used inside generative AI systems.
A side-by-side comparison of Generative AI and Artificial Intelligence. Understand why generative AI is a content-creating subset within the broader field of AI.