Practical Applications of Prompt - D685 (part 1)

Which key benefit is associated with artificial intelligence?

Implementing common sense

Predicting beyond training data

Performing independent reasoning

Processing data in real time

Predicting beyond training data

A company that specializes in financial advice wants to implement AI to improve business processes.Which task is an AI system well-suited for in this context?

Reading client's facial expressions

Summarizing documents

Eliminating asset risk

Generating new products

Summarizing documents

In order to improve its social media platform, a company is starting to incorporate AI into the platform's functionality. Which task is well-suited for AI in this context?

Extracting text from images

Backing up user profile data

Interpreting cultural nuances

Understanding users' emotions

Extracting text from images

4

A company is developing new software for programming and wants to incorporate AI.Which software task is well-suited for AI?

Explaining code errors

Defining code variables

Specifying project structure

Performing user testing

Explaining code errors

5

Which benefit comes with well-designed generative AI interfaces?

They allow users to avoid exposure to misinformation.

They filter output that contains errors and bias.

They enable users to specify parameters or constraints.

They give each user an experience with unique generated outputs.

They enable users to specify parameters or constraints.

6

What should a person do first when creating an AI prompt for song lyrics?

Record the completed version of the song

Choose a specific topic for the song

Finalize the melody for the song

Write a rough draft of the song lyrics

Choose a specific topic for the song

7

Which step is important before creating a prompt for AI to develop a social media post?

Clarifying the purpose of the post

Uploading all previous posts for comparison

Considering the ethical ramifications

Writing a version of the post manually

Clarifying the purpose of the post

8

A high school student is entering their senior year and needs to choose an elective. The student wants to go into a nursing program in college and is considering taking calculus after finishing a precalculus course.Which prompt for AI is well-suited for helping the student decide on an elective in this context?

"I am considering taking a calculus course in my final year of high school. What are the primary theorems of calculus?"

"I want to go to college for nursing. Should I take a calculus course in high school to prepare for nursing studies?"

"I want to be a nurse, and I need to choose an elective. How often do nurses have to perform math calculations?"

"I need to decide which elective to take in my final year of high school. How similar are calculus and precalculus courses?"

"I want to go to college for nursing. Should I take a calculus course in high school to prepare for nursing studies?"

A person wants to use a large language model to help them write a vacation rental property description.Which benefit comes with writing an effective prompt?

A response that is proven to be effective

Reduced need for clarifying exchanges

Description customization for each reader

Improved interface for user-model interactions

Reduced need for clarifying exchanges

Why is it important to write an effective prompt when using an AI-based search tool to decide where to take an upcoming vacation in the United States?

The prompt secures relevant reservations.

The prompt is used to express the user's intent.

The prompt indicates the location that should be chosen.

The prompt ensures that the location will be enjoyable.

The prompt is used to express the user's intent.

A person wants to use an AI-based search tool to help them find information about homesteading. What is the risk of writing a poor prompt?

Greater data usage

Opinion-based information

Imprecise results

Outdated results

Imprecise results

A person wants to use generative AI to write portions of a play script. Part of a particular prompt includes, "You are an independent teenager."What is the key prompt component demonstrated in the scenario?

Output format

Persona

Instructions

Context

Persona

A person wants an AI chatbot to write about a math topic. One part of the prompt is "in the form of song lyrics."What is the key prompt component demonstrated in the scenario?

Output format

Persona

Context

Instructions

Output format

A person wants to use an AI-based search tool to find recipe ideas for dinner. The person includes "gluten-free" as part of the prompt.Which term refers to this key component of a prompt?

Context

Instructions

Persona

Output format

Context

What is the component of a prompt that includes background knowledge and relevant facts that contextualize a user's query about a career change?

Input content

Context

Output format

Persona

Context

Which advantage results from detailed prompt descriptions?

Facilitation of more accurate responses

Wider range of response generation

Greater level of generative creativity

Better use of computing resources

Facilitation of more accurate responses

During their senior year of high school, a student crafts the prompt "recommendations for college" to get information about potential colleges to attend after graduating.How should the prompt be changed to generate a better outcome?

The student should phrase the prompt as a grammatically correct question.

The student should start the prompt with the word "please."

The student should include the motivation for the prompt.

The student should include personal contact information.

The student should include the motivation for the prompt.

Which advantage results from the inclusion of context and goals in prompt writing?

Faster rate of response

Improved interface appeal

Adaptability and responsiveness

Greater machine learning rate

Adaptability and responsiveness

What is a benefit of creating prompts with specific personas?

Enhanced emotional comprehension

Better memory of past conversations

More user-friendly interactions

Greater response speed

More user-friendly interactions

What is a risk of neglecting clarity and specificity when writing a prompt?

Blatant misinformation

Narrow responses

Misunderstood queries

Conflicting personas

Misunderstood queries

What is an example of a prompt that needs a greater level of specificity?

"Explain how to add two fractions with different integer denominators."

"Tell me about the primary aircraft used during World War II."

"Explain how the U.S. Supreme Court is balanced by other government branches."

"Detail the best route to get to Washington, D.C. on a bicycle."

"Detail the best route to get to Washington, D.C. on a bicycle."

What is an example of a prompt with a sufficient level of detail and clarity?

"I live in California. What is the best career for me to choose?"

"What are the primary fish species that live in the Great Lakes?"

"Which exercise program is most effective for me to get in shape?"

"What are some ideas for a creative writing assignment due in eight days?"

"What are the primary fish species that live in the Great Lakes?"

A person is preparing to cook dinner for a group of friends. One of the friends has a gluten allergy, and the style of the dinner should be Italian. The person crafts the prompt, "Give me ideas for dinner recipes."What is one of the changes that should be made to refine the prompt?

Specify the number of people invited

Give details about the time and date

Give the age of each person attending

Indicate that the food should be gluten-free

Indicate that the food should be gluten-free

Which method of prompt engineering expects a generalized response from a language model because there are no relevant training examples given in the prompt?

Cognitive verifier pattern

Zero-shot

Generated knowledge

Self-consistency

Zero-shot

Which method of prompt engineering enhances a model's performance by providing limited contextual examples to help guide the response?

Least to most

Few-shot

Cognitive verifier pattern

Self-consistency

Few-shot

What is the advanced prompting technique that involves repeated prompting, with each prompt increasing in its level of complexity?

Generated knowledge

Zero-shot

Least to most

Few-shot

Least to most

A person writes a prompt to find the distance between two points on the coordinate plane. The prompt includes, "Explain the process step-by-step."What is the prompting technique that is demonstrated?

Generated knowledge

Chain of thought (COT)

Few-shot

Self-consistency

Chain of thought (COT)

A person is creating a brochure for a local farmers market. The person wants to use generative AI to create a farm-related background image for the brochure.What is the most effective prompt engineering solution to achieve this goal?

Indicate the purpose of creating the picture

Include details about the number of vendors

Be concise by using only a few keywords

Use a chain of reasoning to refine the result

Indicate the purpose of creating the picture

A market analyst asks an AI model to predict market trends while emphasizing the factors that the analyst considers to be the most important, even though other factors point to unfavorable market predictions.Which form of bias is associated with this phenomenon?

Sampling bias

Selection bias

Algorithmic bias

Confirmation bias

Confirmation bias

An employer wants to use an AI model to predict employee turnover. The employer used data from employees who had been at the company for over five years to train the model. Now, the employer has noticed that the model is ineffective at predictions for employees who have been at the company for fewer than five years.Which form of bias is associated with this phenomenon?

Confirmation bias

Measurement bias

Selection bias

Algorithmic bias

Selection bias

An AI-based drone is used to spray insecticides on agricultural land. Recently, the drone malfunctioned and sprayed chemicals on residential land. It took the owner of the drone nearly ten minutes to disable it.Which ethical issue is relevant to this scenario?

Misinformation

Autonomy

Privacy

Transparency

Autonomy

An employer enters sensitive employee data into an AI model in order to analyze trends in satisfaction. The AI model stores and uses the data for training. What is the associated ethical concern described in the scenario?

Transparency

Misinformation

Privacy

Autonomy

Privacy

A student asked an AI model to find relevant articles for a research paper. However, one of the articles cited by the model did not exist.Which ethical concern is described?

Privacy

Autonomy

Misinformation

Transparency

Misinformation

What is one of the key features to consider when choosing the best AI tool for image generation?

Storage capacity limitations

Input methods

Final dimensions

Duration of use

Final dimensions

Which guideline should be followed when crafting a prompt to generate an image using AI?

Offer multiple options

Start with the audience

Avoid multiple sentences

Avoid descriptive language

Start with the audience

A person wants to generate an image for a social media post. The post is about road cycling, and the person wants the image to show cyclists sprinting at the finish line. However, the person uses the prompt "men's road cycling," getting an undesirable result. What is the problem with the prompt?

The prompt lacks a subject.

The prompt lacks specificity.

The prompt is irrelevant.

The prompt omits the purpose.

The prompt lacks specificity.

What is one of the activities facilitated by natural language processing?

Removing duplicate text data

Verifying experiment measurements

Managing parallel computing

Calculating numerical data statistics

Removing duplicate text data

Which advanced AI tool is well-suited to digitize and validate retail paper coupons?

Virtual personal assistant

Voice recognition

Optical character recognition

Speech synthesis

Optical character recognition

A person wants to use AI to recognize a person's identity by having them speak their name. Which advanced AI tool should be used?

Object recognition

Text recognition

Voice recognition

Speech recognition

Voice recognition

What makes voice recognition unique from other similar applications?

It enables automated data entry and document processing.

It enables virtual assistant technology and dictation software.

It enables machines to verify the identity of a speaker.

It enables automated processing of physical documents.

It enables machines to verify the identity of a speaker.

A sociologist collected a large amount of data about group interactions on social media. The sociologist wants to use generative AI to help visualize the data. Which step should be taken first when prompting the AI model?

Input the data using multiple formats

Calculate basic statistical values for the data

Create a histogram to identify the distribution

Clean the data by removing outliers

Clean the data by removing outliers

A doctor wants to analyze a large dataset for research about a disease treatment.How can generative AI help the doctor analyze the data?

By suggesting appropriate visualization techniques

By highlighting ethical considerations from conclusions

By creating an interactive database to explore the data

By adjusting values to have a greater level of precision

By suggesting appropriate visualization techniques

A scientist wants to use generative AI to sort a large dataset about weather patterns.Which step should be completed before sorting?

Handling missing values

Defining a single criterion

Identifying key trends

Creating a visualization

Handling missing values

Which capability makes generative AI a valuable data-sorting tool?

Detecting sources of measurement errors

Identifying potential ethical concerns

Categorizing data into predefined groups

Correcting biases in data collection

Categorizing data into predefined groups

Which dimension of ethics is ensured by mitigating biases in AI algorithms and decision-making processes to prevent discriminatory outcomes?

Privacy

Accountability

Transparency

Fairness

Fairness

Which ethical consideration includes the identification and mitigation of risks of physical harm with the use of AI-based self-driving vehicles?

Safety

Accountability

Transparency

Fairness

Safety

What is the principle of ethics that includes considerations of how AI technologies influence widespread access to resources and opportunities?

Fairness

Societal impact

Accountability

Transparency

Societal impact

An autonomous vehicle is operated by AI technology. The vehicle malfunctioned recently, driving through a red light, nearly causing an accident.Which ethical concern does this situation demonstrate?

Accountability

Transparency

Fairness

Safety

Safety

An AI system was trained using anonymous data. However, when generating synthetic data, it has been cross-referenced and connected with actual individuals.What is the area of ethics associated with this issue?

Regulatory and legal frameworks

Misinformation and manipulation

Privacy and consent

Bias and representation

Privacy and consent