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Definition

Generative AI

Generative AI is a category of machine learning models that produce new content such as images, video, text, or audio based on patterns learned from training data and guided by a prompt.

June 16, 2026

Generative AI - AI image and video glossary preview from eaxy (generative ai)
Generative AI - AI image and video glossary preview from eaxy (generative ai)

Generative AI is a class of machine learning models that create new content — images, video, text, or audio — from patterns learned in training, in response to a prompt.

How it works

Generative models are trained on large datasets and learn the underlying patterns and structure of that data — what realistic faces look like, how sentences flow, how motion behaves across video frames. Once trained, they can produce new examples that fit those learned patterns rather than copying any single source. A prompt acts as the steering input: it conditions the model so the output matches your intent.

Different media use different model families. Diffusion models dominate image and video generation, starting from random noise and refining it step by step into a coherent result. Large language models generate text by predicting the next token. Transformer and diffusion architectures increasingly power audio and 3D too. In every case the core idea is the same — learn the distribution of real content, then sample new content from it.

Why it matters

Generative AI collapses the time and skill once needed to produce media. Tasks that required a photographer, illustrator, or video team can now start from a sentence and finish in seconds, putting creative output within reach of anyone who can describe what they want. That shifts the bottleneck from execution to imagination and prompting. It also raises real questions — authorship, licensing, and authenticity — which is why commercial licensing and watermark policies matter for anything used in business.

In eaxy

eaxy is a consumer generative AI studio for visuals: type a prompt to create stunning images in seconds, then bring them to life as video with the latest motion model. It is generative AI focused on one clear job — turning your idea into finished image and video output.

Related terms

Perguntas frequentes

What is generative AI in simple terms?+

It is software that makes new things rather than just sorting or labeling existing ones. Give it a prompt and it generates an original image, video, sentence, or sound that did not exist before, built from patterns it learned during training.

How is generative AI different from other AI?+

Traditional AI mostly analyzes — it classifies, predicts, or recommends from existing data. Generative AI creates new output. One tells you what a photo contains; the other produces a brand-new photo from a description.

What can generative AI create?+

Images, video, text, code, music, and speech are the main categories. eaxy focuses on the visual side — turning text prompts into images and then into motion video.

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