What is Generative AI? - Chapter Quiz
What is GPT and why has it become notable in the field of natural language processing?
a language model developed by OpenAI that can take in a prompt and generate text based on it, making it useful for a multitude of tasks.
What is an AI model?
a model is a set of algorithms that have been trained on a specific dataset.
You are an experienced AI user and want to be able to choose different models. What will you use?
a notebook.
What is one real-world application of Variational Autoencoders (VAE) in anomaly detection?
detecting defects in industrial quality control by identifying images of products that deviate from a dataset of normal products.
In considering the future implications of generative AI on the job market, what skill set is essential for individuals seeking to thrive in this evolving landscape?
development of unique personal emotional, interpersonal, and creative abilities.
Which AI focuses on classifying or identifying content that is based on preexisting data?
discriminative.
What is the difference between generative AI and other types of AI that generate content?
generative AI's primary function is to create content.
What is a key benefit of using generative AI for repetitive or computational tasks?
it allows humans to focus on more creative and strategic activities.
What does the term open source mean in the context of generative AI models?
it means that the models are publicly available for anyone to use and modify.
What is the most notable functionality of Natural Language models like ChatGPT?
its large scale capability to generate human-like text.
How does a GAN network improve its ability to generate better content?
the generator and discriminator parts of the network work together in a competition to improve the generator's ability to create realistic data.
What is true about using text-to-image generation services?
they are dependent on data set quality.
What are Midjourney, DALL-E, and Stable Diffusion, and which industries are their early adopters?
they are primary text-to-image generation services and models. Art, filmmaking, fashion, and marketing are the first industries to widely adopt their use.
What is the purpose of the discriminator in a GAN model?
to evaluate the data created by the generator and give feedback on how to improve the next iteration.
What are the two primary recommendations for an executive or leader to implement with AI?
training for all employees and an ethical board.
