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Fundamentals of GenAI Questions

Practice questions for Fundamentals of GenAI topic in AWS Certified AI Practitioner. 48 questions covering this domain.

48 questions13 easy23 medium12 hard
Q1
hard

An internal GenAI assistant was launched to help employees complete repetitive tasks faster. Which metric is the best choice to prove business value f...

Q2
easy

A chatbot confidently answers a question with fabricated facts that are not supported by any source. What is this disadvantage of GenAI called?

Q3
medium

A startup wants to launch a GenAI proof of concept quickly without managing infrastructure. Which advantage of AWS managed GenAI services is most rele...

Q4
medium

A team wants to reduce both GenAI cost and response latency. Which change most directly addresses a token-based pricing model?

Q5
medium

A legal team wants to adapt a foundation model so its outputs better match the style and terminology of internal documents after initial model creatio...

Q6
hard

A legal department needs the exact same statutory notice wording every time. Why is raw GenAI a poor fit for this requirement unless extra controls ar...

Q7
easy

A finance manager notices that a generative AI bill changes with how much text is sent to and returned from the model. Which term refers to the units ...

Q8
hard

A global company needs a GenAI model for multilingual customer support in a regulated industry, and low latency is required. Which factors should driv...

Q9
medium

A team wants to retrieve passages that are semantically similar to a user's question rather than only matching exact keywords. Which concept makes tha...

Q10
medium

A practitioner wants to quickly discover and deploy publicly available foundation models and prebuilt ML solutions in a governed AWS environment. Whic...

Q11
easy

Employees want to ask natural-language questions across company documents and applications, receive cited answers, and take actions at work. Which AWS...

Q12
medium

A media company wants one model that can describe an uploaded image and also summarize accompanying text. Which type of model best fits this need?

Q13
easy

Which AWS service provides a unified API to access foundation models from Amazon and leading model providers without managing infrastructure?

Q14
medium

Which limit constrains how much input plus output text a foundation model can consider in a single request?

Q15
medium

Which characteristic of foundation models makes them generally more expensive per request than small task-specific models?

Q16
medium

A developer wants an AWS GenAI assistant integrated into their IDE to suggest code, explain code, and help with software tasks. Which service should t...

Q17
medium

Which characteristic best defines a foundation model?

Q18
medium

Which inference parameter caps the cumulative probability of tokens considered at each step, providing an alternative to temperature for controlling r...

Q19
easy

Which AWS-built family of foundation models is offered on Amazon Bedrock for tasks such as text generation and embeddings?

Q20
hard

An organization is comparing generative AI to traditional rule-based automation for a high-volume task. Which combination of factors most directly jus...

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