What is Generative AI, How it is different from existing Machine Learning Techniques

PART 5: applications of Gen AI

Before reading part5 pls read the part4: https://www.dhirubhai.net/pulse/what-generative-ai-how-different-from-existing-machine-sunkara-3c

A foundation model is a large AI model pre-trained?on a vast quantity of data designed to be adapted or fine?tuned to a wide range of downstream tasks,?such as sentiment analysis, image captioning, and object?recognition.?

Foundation models have the potential?to revolutionize many industries, including?health care, finance, and customer service.?

They can be used to detect fraud and provide?personalized customer support.?Vertex AI offers a model garden that?includes foundation models.

The language foundation models include?PaLM API for chat and text.

The vision foundation models includes stable diffusion,?which has been shown to be effective at generating?high quality images from text descriptions.

Let's say you have a use case where?you need to gather sentiments about how your customers are?feeling about your product or service.?You can use the classification task sentiment analysis task?model for just that purpose.?And what if you needed to perform occupancy analytics??There is a task model for your use case.