Questions

True or false? AI systems trained on biased data can unintentionally produce unfair or discriminatory outcomes.

• True

• False

 

What’s a defining feature of generative AI models like GPT?

• They classify images.
• They generate new content such as text or images.
• They compress large files.
• They only perform regression.

 

What’s the main benefit of using a platform like OpenAI’s API when building tools?

• It builds full applications automatically.
• It provides access to general-purpose language models for a wide range of text-based tasks.
• It only works for image classifications.
• It requires advanced data science knowledge to use.

 

What is named entity recognition (NER) used for?

• Extracting names, locations, or organizations from text
• Recognizing specific objects in videos
• Identifying images in a dataset
• Translating documents

 

Which type of machine learning involves training a model using labeled data?

• Unsupervised learning
• Reinforcement learning
• Supervised learning
• Deep learning

 

What’s a key difference between Retrieval-Augmented Generation (RAG) and traditional LLM implementation?

• RAG models are always smaller and faster.
• RAG incorporates external knowledge sources to supplement model responses.
• RAG only works for coding tasks.
• RAG doesn’t require prompts.