D685 - Practical Applications of Prompt

Which key benefit is associated with artificial intelligence?

Processing data in real time

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?

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

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

Explaining code errors

Which benefit comes with well-designed generative AI interfaces?

They enable users to specify parameters or constraints.

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

Choose a specific topic for the song

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

Clarifying the purpose of the post

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 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?

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 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?

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?

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

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

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

Context

Which advantage results from detailed prompt descriptions?

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 include the motivation for the prompt.

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

Adaptability and responsiveness

What is a benefit of creating prompts with specific personas?

More user-friendly interactions

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

Misunderstood queries

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

"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?

"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?

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?

Zero-shot

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

Few-shot

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

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?

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

A businessperson needs to read a technical and complex report. The person wants to use AI to analyze the report and produce a version that is easier to comprehend. Which prompt engineering solution is most effective to achieve this goal?

Indicate the desired reading level with "at a twelfth-grade reading level"

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?

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?

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?

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?

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?

Misinformation

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

Input methods

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

Avoid multiple sentences

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 specificity.

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

Removing duplicate text data

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

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?

Voice recognition

What makes voice recognition unique from other similar applications?

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?

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

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

Which capability makes generative AI a valuable data sorting tool?

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?

Fairness

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

Safety

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

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?

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?

Privacy and consent