Google AI - Introduction to Generative AI

What is an example of both a generative AI model and a discriminative AI model?

A generative AI model could be trained on a dataset of images of cats and then used to generate new images of cats. A discriminative AI model could be trained on a dataset of images of cats and dogs and then used to classify new images as either cats or dogs.

What is a prompt?

A prompt is a short piece of text that is given to the LLM as input, and it can be used to control the output of the model in a variety of ways. Prompt design is the process of creating a prompt that will generate the desired output from a large language model (LLM).

Hallucinations are words or phrases that are generated by the model that are often nonsensical or grammatically incorrect. What are some factors that can cause hallucinations? Select three options.

The model is not given enough context. The model is trained on noisy or dirty data. The model is not trained on enough data

Generative AI

is a type of artificial intelligence technology that can produce various types of content- including text, imagery, audio and synthetic data.

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