CBSE Class 9 AI (Artificial Intelligence) | 16. Generative AI Tools by Abraham | Learn Smarter
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16. Generative AI Tools

Generative AI is a rapidly advancing field of artificial intelligence that focuses on creating new content such as text, images, music, and code through algorithms that learn from existing data. Tools like ChatGPT and DALL·E exemplify the transformative potential of Generative AI in various areas including education and creative industries. However, while these technologies enhance creativity and efficiency, users must navigate ethical considerations and limitations to ensure responsible usage.

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Sections

  • 16

    Generative Ai Tools

    Generative AI tools create new content like text, images, and audio by learning from existing data and patterns.

  • 16.1

    What Is Generative Ai?

    Generative AI is a form of artificial intelligence that creates new content such as text, images, and music by learning from existing data.

  • 16.2

    Types Of Generative Ai Tools

    This section outlines the various categories of Generative AI tools based on the content they produce, including text, images, audio, video, and code.

  • 16.2.a

    Text Generation Tools

    Text generation tools utilize Generative AI to create human-like written content across various applications.

  • 16.2.b

    Image Generation Tools

    Image generation tools create realistic or artistic images from text prompts, significantly impacting various fields, including design and education.

  • 16.2.c

    Audio And Music Generation Tools

    Audio and music generation tools leverage AI to create music and voiceovers by analyzing existing audio data.

  • 16.2.d

    Video Generation Tools

    Video generation tools allow users to create and edit videos using AI technology by inputting text or images.

  • 16.2.e

    Code Generation Tools

    Code generation tools enable AI to assist in writing and debugging code across different programming languages.

  • 16.3

    How Generative Ai Tools Work

    Generative AI tools use Machine Learning models, primarily Large Language Models (LLMs) and Generative Adversarial Networks (GANs), to create new content based on learned patterns from extensive datasets.

  • 16.3.a

    Large Language Models (Llms)

    Large Language Models (LLMs) are advanced AI models that predict text based on extensive training data.

  • 16.3.b

    Generative Adversarial Networks (Gans)

    Generative Adversarial Networks (GANs) consist of a generator and a discriminator working together to create realistic data.

  • 16.4

    Applications Of Generative Ai

    Generative AI tools are transforming various fields by creating innovative content and solutions.

  • 16.5

    Advantages And Limitations

    This section outlines the advantages and limitations of Generative AI tools.

  • 16.6

    Responsible Use Of Generative Ai

    Empowering students to responsibly use generative AI entails understanding verification, ethical guidelines, and academic integrity.

References

ch16.pdf

Class Notes

Memorization

What we have learnt

  • Generative AI can create ne...
  • There are different types o...
  • It is crucial to use Genera...

Final Test

Revision Tests