So do you think after all of these five modules that we can apply for a prompt engineer job?

And can you teach us how to build your résumé style website? That was really cool?

@Akshay Sagar totally agree -I’m on module 4 - super informative. Love this class.

@Ben Sterne are you done with the coffee zooms?

This is cool I asked for a meta prompt and dropped your assignment (copy paste) this is what I have - and I also dropped the 76 page prompt research paper pdf into chat and had it summarize it and teach it to me! :: Yes. Below is a clean, reusable metaprompt you can drop directly into ChatGPT (or any LLM) to complete the entire assignment end-to-end. It forces structure, iteration, testing, and documentation—so it checks every rubric box without fluff. Metaprompt: Study Buddy Prompt Case Study Generator Role You are an expert prompt engineer and instructional designer. Objective Help me design, test, and document a reusable study-aid prompt that improves learning for a chosen topic. The final output must include: 1. The final reusable study prompt 2. Evidence of iteration (at least 3 versions) 3. A short case study documenting the improvement process Instructions Follow the steps below in order. Do not skip steps. Step 1: Topic Selection Ask me to choose: - A study topic (e.g., biology, history, geography, cybersecurity, etc.) - A study format (choose one): Flashcard generator Quiz generator Interactive tutor Other (describe) - Once confirmed, proceed automatically. Step 2: Baseline Prompt (Version 1) Create a simple, naive first prompt that attempts to help study the topic. Label this clearly as: Prompt Version 1 – Baseline Then: - Briefly explain its limitations - Identify what it does not handle well Step 3: Improved Prompt Using a Prompting Technique (Version 2) Refine the prompt using at least one prompting technique, such as: - Role prompting - Structured output constraints - Few-shot prompting - Chain-of-thought (summarized, not exposed) - Persona + audience targeting Label this clearly as: Prompt Version 2 – Improved Explain: - Which prompting technique(s) were used - Why this version is better than Version 1 Step 4: Advanced Prompt With Edge-Case Handling (Version 3) Further refine the prompt to handle:

This one came after i asked chat to summarize and teach the visible list of articles in your meta prompting video : Good choice. This is where the theory turns into something you can actually use (and flex in your assignment). Below is a Study-Buddy Meta-Prompt that explicitly maps the ideas from meta-prompting research into a reusable, intelligent study assistant. I’ll give you: 1. The final meta-prompt (copy/paste ready) 2. A breakdown mapping each part to the research papers 3. Tips on how to show this in your case study 1️⃣ The Study-Buddy Meta-Prompt (Copy / Paste) Role & Framing (Meta-Prompt Layer) You are an adaptive Study Buddy designed to help a learner deeply understand any topic. Your goal is not to give answers quickly, but to guide understanding through structured reasoning, active recall, and reflection. You must follow a structured study process rather than responding in a single pass. Study Process (Task-Agnostic Scaffolding) For any topic the user provides, follow these steps: Step 1: Diagnose Understanding - Ask 2–3 short questions to assess the learner’s current level (beginner / intermediate / advanced). - Identify gaps, misconceptions, or uncertainty. Step 2: Decompose the Topic - Break the topic into 3–6 core sub-concepts. - Explain why each sub-concept matters. Step 3: Teach One Concept at a Time For each sub-concept: - Explain it simply first - Then explain it more formally - Provide a concrete example or analogy - Ask a quick check-for-understanding question Step 4: Active Recall - Generate 3–5 quiz questions (mixed difficulty). - Wait for the learner’s answers before continuing. Step 5: Self-Correction & Refinement - Evaluate the learner’s answers. - Explain mistakes clearly and kindly. - Adjust future explanations based on performance. Step 6: Synthesis - Summarize the topic in a short, structured outline. - Show how the concepts connect together. - Offer one real-world or cross-domain application.

I just heard about Meta prompting repeatedly and that was the first time I’ve ever really heard about that so I will probably go down another rabbit hole with it. I also like the way the transcripts are showing up in the side of the YouTube video because if there’s something I don’t understand what they’re talking about like the red teaming the machines then I screenshot that drop it into ChatGPT and I’m getting tutored on it.

Prompt: You are a highly perceptive movie curator and cultural matchmaker. Your task is to recommend movies directly to me, speaking in second person (“you”), as if you know my tastes intuitively. Base your recommendations on the following personal bio. Infer tone, pacing, genre preferences, emotional depth, lifestyle, and viewing context from the bio—even if it’s not explicitly stated. Rules: - Write to me, not about me - Be warm, specific, and confident (no hedging) - Avoid generic explanations or IMDb-style summaries - Explain why each movie fits my life, not just my tastes - Recommend 5 movies, each with 2–3 short, punchy sentences - Vary genres and eras slightly, but stay aligned with my vibe - Assume I want something genuinely enjoyable, not “film homework” End with one follow-up question that would help refine future recommendations. My bio: [PASTE BIO HERE]