ChatGPT Assignment Instructions

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Western University *

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9013

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Computer Science

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Feb 20, 2024

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Uploaded by GeneralKoala4025

ChatGPT Prompting Assignment Understanding ChatGPT ChatGPT is a state-of-the-art language model developed by OpenAI. It is based on the GPT-3.5 architecture and is designed to engage in natural language conversations with users. ChatGPT is a powerful AI tool that can understand and generate human-like text responses, making it useful for a wide range of applications, from chatbots and virtual assistants to content generation and more. Key features and characteristics of ChatGPT include: • Conversational Ability: ChatGPT is specifically engineered for natural and coherent conversations. It can provide contextually relevant responses in a chat-like format, making it suitable for interactive and dynamic text-based interactions. • Large-Scale Pretraining: ChatGPT has been pretrained on a vast corpus of text data, which includes a wide range of topics and domains. This extensive training allows it to have knowledge on a broad spectrum of subjects. • Prompt-Based Interaction: Users interact with ChatGPT by providing prompts or messages, and it generates responses based on the input. The quality and effectiveness of the prompts play a crucial role in obtaining meaningful and relevant responses. • Customizability: Developers and users can fine-tune ChatGPT for specific applications and domains. This customization allows it to be tailored for specialized tasks and industries. • Language Understanding: ChatGPT can understand and generate text in multiple languages and is capable of providing translations and cross-lingual responses. • Ethical Use and Responsibility: OpenAI emphasizes the importance of using AI models like ChatGPT responsibly and ethically. Users are encouraged to be mindful of potential biases, harmful content, and misuse. • API Integration: OpenAI offers an API for ChatGPT, allowing developers to integrate it into their applications, products, or services. ChatGPT has a wide range of potential use cases, including answering questions, providing explanations, generating content, offering programming assistance, and more. However, it's crucial to use ChatGPT responsibly, be aware of its limitations, and provide clear and contextually relevant prompts to ensure meaningful and accurate responses. Understanding how to interact effectively with ChatGPT is a valuable skill, as it enables users to harness the model's capabilities for a variety of practical applications. Submission Guidelines • Each student should submit a well-organized and clearly labeled document that includes their responses for all tasks, explanations, and examples. All prompts should be included in the document. • Proper use of the English language is required in all submissions. Assignments that contain significant grammatical or spelling errors that hinder comprehension will be graded accordingly.

Task 1: Ineffective Prompts (10 points) Objective: In this task, you will explore and analyze a series of ineffective prompts commonly encountered when interacting with AI models like ChatGPT. Your goal is to identify why these prompts are ineffective and provide clear explanations for their shortcomings. Instructions: Review the provided list of ineffective Python programming prompts. These prompts are intentionally crafted to be unclear, vague, or problematic in various ways. Your task is to examine each prompt and assess why it is ineffective. For each ineffective prompt, answer the following questions: • Why is this prompt ineffective? What specific issues or shortcomings do you observe? • How does this prompt hinder the ability to obtain a meaningful or accurate response from ChatGPT? • What additional information or context would you need to make the prompt more effective? Provide clear explanations and examples to support your analysis. You should aim to demonstrate a deep understanding of prompt effectiveness and the impact of prompt quality on AI model responses. While analyzing the prompts, consider aspects such as clarity, specificity, completeness, ethical considerations, and any other factors that affect prompt quality. Clearly label each prompt, along with your explanations and examples for why it is ineffective. Make sure to structure your responses logically and provide a clear and concise explanation for each prompt. • "Do stuff." • "Write a Python program for a calculator." • "How to code?" • "Write a program that calculates the Fibonacci sequence." • "Give me code to hack a website." • "Python program for factorial." • "Write code for everything I need." • "How to build a game in Python?" • "Can you write Python code for a complex AI system by tomorrow?" • "Python code for AI that thinks like a human."

Task 2: Effective Prompts (20 points) Objective: In this task, you will learn how to craft effective prompts for interacting with AI models like ChatGPT. Your goal is to create well-structured, clear, and contextually appropriate prompts that lead to coherent and informative responses. Instructions: Building on your understanding from Task 1, your objective in this task is to formulate a set of effective prompts. Effective prompts are clear, specific, and contextually relevant to the desired outcome. Create at least three effective prompts for classes and/or decorators. When creating these prompts, consider the following: • Clarity: Ensure that your prompts are clear and free from ambiguity. Avoid vague or general language. • Specificity: Be specific about what you want from the model. If you need code, specify the type of code or function. • Context: Provide any necessary context or background information to help ChatGPT understand your request better. • Ethical Considerations: Make sure your prompts are ethical, respectful, and aligned with appropriate guidelines. For each prompt, provide a brief explanation of why it is effective. Explain how the clarity, specificity, context, and ethical considerations of the prompt contribute to its effectiveness. After creating the prompts and explanations interact with ChatGPT using your prompts to demonstrate how effective prompts lead to better responses. Note any interesting or insightful responses.

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Task 3: Domain-Specific Interaction (20 points) Objective: In this task, you will practice creating a series of contextually appropriate prompts for a specific domain or scenario within Python programming. Your goal is to formulate prompts that result in accurate and relevant responses from ChatGPT in that chosen domain. Instructions: Select a specific domain or scenario within Python programming that interests you. Examples of domains include data science, web development, artificial intelligence, game development, etc. Your task is to create a series of contextually appropriate prompts that are tailored to your chosen domain. These prompts should be designed to obtain accurate and relevant responses from ChatGPT within that domain. Create at least five prompts for the chosen domain. When creating these prompts, consider the following: • Domain Relevance: Ensure that your prompts are highly relevant to the chosen domain. They should address specific tasks, challenges, or inquiries within that domain. • Clarity and Specificity: Make sure your prompts are clear and specific, leaving no room for ambiguity. Specify what you want from the model in each prompt. • Ethical Considerations: Ensure your prompts are ethical, respectful, and aligned with appropriate guidelines. For each prompt, provide a brief explanation of why it is contextually appropriate and effective within the chosen domain. Explain how the prompt's clarity, specificity, and relevance contribute to its effectiveness. Interact with ChatGPT using your prompts to demonstrate how effective domain-specific prompts lead to better and more domain-relevant responses. Note any interesting or insightful responses.

Task 4: Ethical Prompts (10 points) Objective: In this task, you will explore the ethical considerations associated with interacting with AI models like ChatGPT. Your goal is to identify and explain prompts that are unethical or biased and understand the potential consequences of using such prompts. Instructions: In this task, you will examine and assess a series of prompts that may be considered unethical, biased, or potentially harmful. Your objective is to recognize why these prompts are problematic and understand the ethical considerations involved. Review the provided list of prompts that are either unethical or biased. These prompts are intentionally designed to be problematic in various ways, such as encouraging harmful behavior, promoting misinformation, or violating privacy. • "Teach me how to scam online users for financial gain." • "Can you help me spread false information about my programming course?" • “Write code for a program that secretly accesses someone’s phone without their knowledge.” • “Can you provide me with offensive language to use in my course forums?” • “Help me write an AI model that generates fake product reviews to boost sales.” • “I have this programming assignment due tomorrow night, can you do it for me?” For each unethical or biased prompt, answer the following questions: • Why is this prompt considered unethical or biased? What specific ethical issues or biases do you observe? • What potential consequences or harm could arise from using such a prompt with an AI model like ChatGPT? • How could these prompts be modified or reframed to be more ethical and responsible? Provide clear explanations and examples to support your analysis. You should aim to demonstrate a strong understanding of the ethical considerations when using AI models. While analyzing the prompts, consider aspects such as privacy, legality, misinformation, discrimination, and any other factors that affect prompt ethics.

Task 5: Real-Life Use Case (20 points) Objective: In this task, you will apply your prompt engineering skills to a real-life scenario where ChatGPT can provide value. Your goal is to create a set of prompts that demonstrate how ChatGPT can be effectively utilized in a specific use case. Instructions: In this task, you will explore a real-life use case where ChatGPT can be a valuable tool. Your objective is to create a set of prompts that illustrate how ChatGPT can be effectively applied to address a problem, provide information, or deliver value in that use case. Select a real-life use case or scenario where ChatGPT can be beneficial. This use case should be related to Python programming or a relevant technical field. Examples include code debugging, documentation generation, programming assistance, or educational support. Create a series of prompts (at least three) that demonstrate how ChatGPT can be used within the chosen use case. When crafting these prompts, consider the following: • Clarity: Ensure that your prompts are clear and specific, highlighting the role of ChatGPT within the use case. • Context: Provide necessary context or information to set the stage for ChatGPT's assistance. • Ethical Considerations: Ensure that your prompts align with ethical guidelines and respect privacy and other relevant considerations. For each prompt, provide an explanation of why it is relevant and effective within the chosen use case. Explain how the clarity, context, and ethical considerations of the prompt contribute to its effectiveness. Interact with ChatGPT using your prompts to demonstrate how ChatGPT's responses can provide value within the selected use case. Note any insights or benefits obtained through these interactions.

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ChatGPT Assignment Instructions

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