AI Learning Lab

10 AI Study Prompts to Learn Anything Faster

Copy a prompt below and paste it into ChatGPT or any AI assistant to turn any rotation topic into an active study session.

1
ELI5
Explain a topic in simple language.
Example: How metformin lowers blood sugar in type 2 diabetes
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Explain how metformin lowers blood sugar in type 2 diabetes like I am five years old. Then explain it again at a fourth-year pharmacy student level, and tell me which details you left out of the simple version and why they matter clinically.
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2
80/20 Rule
Identify the most important 20% of information.
Example: Hypertension management
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I am studying hypertension management for my ambulatory care APPE rotation. Identify the most important 20% of information that will give me 80% of the clinical competence: the key drug classes, first-line choices, monitoring parameters, and the mistakes students most often make. Keep it focused and prioritize ruthlessly.
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3
Sticky Notes
Create concise visual study notes.
Example: Statin intensity in dyslipidemia
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Create a set of concise sticky-note style study notes on statin intensity in dyslipidemia. Each note should be one short line or a tiny table, visually separated, covering: who needs high-intensity vs moderate-intensity therapy, percent LDL reduction expected, key monitoring, and one common pitfall. Format them so I can copy them onto real sticky notes.
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4
Feynman Technique
Teach a topic using simple explanations and identify knowledge gaps.
Example: Medication reconciliation
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Use the Feynman Technique to help me master medication reconciliation. I will explain the process in my own words in my next message. Then critique my explanation, point out gaps or inaccuracies, ask me to re-explain the parts I got wrong, and repeat until my explanation is complete and accurate.
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5
Mind Map
Create a visual map of key concepts.
Example: Pharmacotherapy of heart failure
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Create a text-based mind map of the pharmacotherapy of heart failure. Put the central topic in the middle and branch into drug classes, goals of therapy, guiding trials or guidelines, monitoring, and patient counseling points. Use indentation and symbols so the hierarchy is easy to redraw from memory.
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6
Quiz Me
Ask interactive questions one at a time, with feedback.
Example: Diabetes pharmacotherapy
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Quiz me on diabetes pharmacotherapy, one question at a time. After I answer each question, tell me whether I was correct, briefly explain the right answer, and only then move to the next question. Make the questions clinically realistic — case-based, not just recall — and end with a summary of my weak areas.
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7
Visual Study Guide
Create a one-page visual summary.
Example: Chronic kidney disease and medication dosing
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Create a one-page visual study guide on chronic kidney disease and medication dosing for a pharmacy student. Use short sections, small tables, and simple ASCII diagrams. Include staging and eGFR thresholds, common drugs that need dose adjustment, drugs to avoid, and monitoring. Everything must fit on what would be a single printed page.
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8
First Principles
Break a concept into its foundational ideas.
Example: Why thiazides are first-line for hypertension
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Break down why thiazide diuretics are first-line for hypertension into first principles. Start from the foundational physiology (blood pressure, volume, vascular resistance), build up to the drug mechanism, and end at the guideline recommendation. Show each step of the reasoning so I can reconstruct the logic, not just memorize the conclusion.
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9
Socratic Method
Guide learning through questions, one at a time.
Example: Choosing therapy for a patient with dyslipidemia
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Use the Socratic method to teach me how to choose lipid-lowering therapy for a patient. Ask me one question at a time, wait for my answer, and use my answers to guide me from patient assessment to risk estimation to therapy selection. Do not give me the answer outright — question me until I can defend the recommendation myself.
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10
Schematic Diagram
Create a diagram illustrating a clinical process or concept.
Example: The renin-angiotensin-aldosterone system
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Create a schematic diagram of the renin-angiotensin-aldosterone system using text and arrows that I can redraw by hand. Label each step, mark where ACE inhibitors, ARBs, and mineralocorticoid receptor antagonists act, and add one line explaining the clinical consequence of blocking each point.
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