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What is Generative AI? Used by ChatGPT/Gemini (formerly Bard), Stable Diffusion, and NFT

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What is Generative AI?

Generative AI is a broad label used to describe a type of AI that uses unsupervised learning algorithms to create new digital image, video, audio, text, code, and other contents.

The learning model for most AI to date has been Discriminative AI.

The goal of Discriminative AI is to use what it learns during learning to make decisions about new input.

In contrast, the goal of Generative AI models is to generate synthetic data that can pass the Turing test.

Generative AI requires more computer processing power than Discriminative AI.

In return, Generative AI has the advantage of reducing the amount of training data and user manual work.

Generative AI can be given a limited set of parameters to use during the training period.

Essentially, Generative AI allows the model to draw its own conclusions about the most important properties of the training data.

Once the generative model identifies the basic characteristics of the data, the output accuracy can be improved using Generative Adversarial Network (GAN) or Variational AutoEncoder (VAE).

The term Generative AI is often associated with deepfake and data journalism.

Generative AI is playing an increasingly important role in helping automate iterative processes used for digital image and voice correction.

Generative AI is also being experimented with as a rapid prototyping tool in manufacturing and as an improved data augmentation tool for Robotic Process Automation (RPA) in business.

Explanatory Articles/Videos of Generative AI

These are explanatory articles of Generative AI.

These are explanatory videos of Generative AI.

Examples of Generative AI

We introduce examples of generative AI.

Text Generation AI, AI Chatbots: ChatGPT/Gemini (formerly Bard)

Generative AI is used in text generation AI (AI chatbots): ChatGPT/Gemini (formerly Bard).

If you would like to know more about AI chatbots, how to start and use ChatGPT and Bard, please click the following.

Image Generation AI: DALL-E 2, Midjourney, Stable Diffusion

Generative AI is also used in image generation AI: DALL-E 2, Midjourney, Stable Diffusion, etc.

If you would like to know more about image generation AI, please click the following.

NFT

This video explains how to make NFT with Generative AI.

If you would like to make NFT with Generative AI, watch this video!

Summary

Generative AI and examples of its use were introduced.

Generative AI was used in ChatGPT and NFT.

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If you would like to know the recommended job sites for Prompt Engineers, please click the following.

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