D685 Practical Applications of Prompt
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Free D685 Practical Applications of Prompt Questions
An AI system has been found to discriminate against members of particular federally protected classes. What is the corresponding ethical concern to the issue described in the scenario?
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Safety
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Privacy
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Transparency
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Fairness
Explanation
Correct answer:
D) Fairness
Explanation:
Fairness is the ethical concern related to AI systems that discriminate against individuals or groups based on protected characteristics. AI systems must be designed and evaluated to prevent biased outcomes and ensure that decisions are made equitably across different populations. Discrimination indicates that the system may contain biased data, flawed algorithms, or inadequate testing for equitable performance. Safety focuses on preventing harm, privacy involves protecting personal information, and transparency involves making AI processes understandable and explainable.
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?
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Regulatory and legal frameworks
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Misinformation and manipulation
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Privacy and consent
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Bias and representation
Explanation
Explanation
This scenario concerns privacy and consent, because individuals’ identities were inadvertently revealed despite the original data being anonymized. Ethical considerations in this area focus on protecting personal information, ensuring consent, and preventing unauthorized identification of individuals. Regulatory frameworks, misinformation, or bias may be related, but the primary issue here is the violation of privacy.Correct Answer Is:
Privacy and consentConsider the following component of an AI search tool prompt: “Find bike paths near Minneapolis.”
Which effective prompt component does this demonstrate?
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Persona
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Context
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Instructions
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Output format
Explanation
Explanation
This part of the prompt clearly tells the AI what action to perform—finding bike paths—and specifies the subject of the search. That makes it an instruction, as it directs the AI’s task directly. It does not define a role (persona), structure the response (output format), or provide background information beyond the task itself.Correct Answer Is:
InstructionsWhich ethical consideration includes the identification and mitigation of risks of physical harm with the use of AI-based self-driving vehicles?
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Safety
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Accountability
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Transparency
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Fairness
Explanation
Explanation
The safety dimension of ethics focuses on protecting users and the public from physical harm caused by AI systems. In the context of self-driving vehicles, this involves identifying potential hazards, preventing accidents, and ensuring the technology operates reliably to protect human life. Accountability, transparency, and fairness address responsibility, openness, and equitable treatment but do not directly address physical harm.Correct Answer Is:
SafetyWhich task can be accomplished with the data cleaning capabilities of generative AI?
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Drawing valid conclusions
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Identifying inaccuracies
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Identifying underlying bias
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Reducing total volume
Explanation
Explanation
Data cleaning in AI involves detecting and correcting errors, inconsistencies, or anomalies in datasets. This process helps identify inaccuracies, such as incorrect entries, duplicates, or missing values, before further analysis. While bias detection, drawing conclusions, or data reduction may follow cleaning, the primary function is to ensure the data is accurate and reliable.Correct Answer Is:
Identifying inaccuraciesWhich programming software task is well-suited for artificial intelligence?
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Suggesting code modifications
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Adding comments to scripts
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Performing user testing
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Specifying project structure
Explanation
Explanation
Artificial intelligence systems excel at analyzing existing codebases, identifying patterns, and recommending improvements or optimizations. By leveraging machine learning models trained on large volumes of code, AI can suggest code modifications such as refactoring, bug fixes, or performance enhancements. Tasks like user testing and defining overall project structure require human judgment, domain context, and strategic decision-making, while adding comments is a relatively simple, rule-based activity that does not fully leverage AI’s strengths.Correct Answer Is:
Suggesting code modificationsA student uploaded an essay to an AI system to ask for help with proofreading and editing. It was later discovered that the student's essay was generated as a suggestion to another user. What is the corresponding ethical concern to the issue described in the scenario?
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Privacy
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Accountability
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Transparency
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Safety
Explanation
Correct answer:
A) Privacy
Explanation:
Privacy is the ethical concern because the student's personal work was exposed and used in a way that allowed another user to access content that should have remained confidential. AI systems must protect user-provided information and prevent unauthorized sharing or reuse of private data. Accountability relates to responsibility for AI actions, transparency involves explaining how AI systems operate, and safety focuses on preventing harmful outcomes.
A scientist wants to use generative AI to sort a large dataset about weather patterns. Which step should be completed before sorting?
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Handling missing values
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Defining a single criterion
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Identifying key trends
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Creating a visualization
Explanation
Explanation
Before sorting a dataset, it is essential to handle missing values to ensure the AI processes complete and accurate data. Missing or incomplete data can lead to errors or misclassifications during sorting. Defining a criterion or identifying trends comes after the dataset has been cleaned, and visualization is typically used for analysis rather than the preparation step.Correct Answer Is:
Handling missing valuesA 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?
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Sampling bias
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Selection bias
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Algorithmic bias
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Confirmation bias
Explanation
Explanation
This scenario demonstrates confirmation bias, where the AI’s predictions are influenced by the analyst’s preference for certain factors, leading to results that confirm pre-existing beliefs rather than objectively reflecting all data. Sampling bias relates to unrepresentative data, selection bias occurs when certain groups are over- or under-represented in the training data, and algorithmic bias refers to biases inherent in the AI model itself.Correct Answer Is:
Confirmation biasA person wants to use AI to make a technical document easier to comprehend. Which prompt engineering solution is most effective to achieve this goal?
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Include reading-level limitations with "at a tenth-grade reading level"
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Ask the model to create another version with "read and summarize"
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Give a list of appropriate words with the phrase "using these words"
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Correctly instruct the model with the keywords "translating" and "document"
Explanation
Explanation
Specifying a reading-level limitation is the most effective way to guide the AI in simplifying a technical document. By instructing the model to rewrite the content “at a tenth-grade reading level,” the AI can adjust vocabulary, sentence structure, and complexity to make the material more comprehensible for the intended audience. Other options, like summarizing or providing specific words, may help somewhat, but they do not directly ensure the content is accessible at the desired reading level.Correct Answer Is:
Include reading-level limitations with "at a tenth-grade reading level"How to Order
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