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DISCOVERING GENERATIVE AI

Hello Children, let’s explore Generative WHAT IS GENERATIVE AI?
AI, a technology that creates new images,
text and music using artificial intelligence. Generative AI is a subset of artificial
intelligence that creates new content, such
as text, images, audio or video, by using
machine learning models. Some of the
applications of generative AI include:

Content Creation Image Generation Text-to-Speech Product Design

Writing articles, Creating visual Converting Generating
generating code art, design written text designs for
or composing prototypes or into spoken products, such
music. photorealistic language. as clothing or
images. architecture.

HOW DOES GENERATIVE AI WORK?

Generative AI works by analysing large amounts of data to find patterns and structures. Once

trained, it can use this knowledge to produce new outputs that are similar in style or structure to
the original data, but not exact copies.
It uses different machine learning techniques, the most common of which are supervised
learning and unsupervised learning.

Supervised Learning

AI is trained with labelled data (inputs + correct outputs). For example, it learns to distinguish
between dogs and cats by studying thousands of labelled pictures. Later, it can correctly classify
new images.
In generative AI, supervised learning helps models map relationships, such as matching a

question with an answer or translating English into Hindi.

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Bonus Byte - 2 (Discovering Generative AI)