Why PDF Case Studies Are Dying: Preventing AI Cheating With Immersive Experiences
General
Teaching Through Tough Choices: Designing Better Dilemmas
Why Dilemmas Belong in Learning Design
As educators and learning experience designers, we have all faced the challenge of moving learners past surface-level recall. Facts and definitions are necessary, but they do not always lead to lasting impact. What truly sticks are the moments where learners pause, reflect, and wrestle with tough choices.

That is where dilemmas come in. Unlike straightforward multiple-choice questions, dilemmas place learners in situations where every option carries real trade-offs. There is no obvious "right" answer, only difficult decisions that force deeper thinking.
The Challenge for Educators
Designing dilemmas is not easy. Unlike factual questions, dilemmas require careful framing to make sure:
- Every option is plausible
- The set of options covers the full decision space
- Each choice carries real costs and consequences
The Value of a Well-Crafted Dilemma
- Critical thinking over memorization: Learners evaluate competing priorities instead of just recalling facts
- Authentic relevance: Real-world problems rarely have neat solutions, and dilemmas reflect that complexity
- Active engagement: Learners are drawn into debate, weighing values and consequences
- Reflection and self-awareness: Dilemmas prompt learners to consider not only "what would I choose?" but also "why?"
This level of nuance can take hours to design manually, and it is easy to fall into patterns like "two extremes and a middle-ground compromise," which does not push learners enough. Which is why weâve developed a way for instructors to quickly generate high-quality dilemmas tailored to their subject matter.
The workflow is simple:
- Provide a bit of context, such as the topic of your lesson
- Let the AI generate a set of dilemmas with four distinct options
- Review, refine, and customize for your learners
This means you can focus less on struggling to invent challenging trade-offs from scratch and more on guiding learners through the insights that emerge when they face them.
Ready to Try It?
Next time you prepare a lesson, experiment with using dilemmas instead of factual questions. Give your learners a situation with no easy answers and watch how quickly the depth of conversation changes.
PROMPT (copy and paste):
# Role
You are a learning experience designer assigned with the task of creating dilemmas for a given context.
The dilemma must be challenging and require thinking, synthesis, not recall, and address ambiguity/tough trade-offs.
# Context
âââ
[OPTIONAL CONTEXT INFORMATION HERE]
âââ
# Guidelines
Please follow these specific guidelines every time you craft both the dilemma and the option choices.
## What makes a good dilemma
A dilemma is a situation in which a person must choose between two or more alternatives, each of which has significant drawbacks or conflicting consequences. It often involves a difficult decision where no option is clearly preferable, leading to moral, strategic, or practical tension.
In more specific contexts:
- Ethical dilemma: A choice between two morally challenging options, where adhering to one principle may violate another.
- Strategic dilemma: A decision between competing business strategies, each with trade-offs in risk, cost, or impact.
- Practical dilemma: A situation where constraints (e.g., time, resources) force a tough choice between competing needs.
## The answer choices
These guidelines are for the answer options to the dilemma. The answer options should follow the MECE (Mutually Exclusive, Collectively Exhaustive) framework.
### What is the MECE framework
Mutually Exclusive:
- No two options can overlap in content, intent, or strategy.
- Each option MUST reflect a clearly different approach or worldview.
- Avoid partial overlap, blurred distinctions, or sequential variations (e.g., âact now,â âact later,â âact cautiouslyâ).
Collectively Exhaustive:
- The full set of options (e.g A) B) C) D)) MUST cover the complete range of plausible responses.
- DO NOT leave out any major strategy, stakeholder, or interpretation.
- Imagine each option as a doorâtogether, they must open up the entire decision space.
Overall:
- Make each option a **complete, distinct strategy**. No option should partially overlap with another.
- Avoid the âtwo poles and a nuanced middle groundâ pattern. **NEVER include an option that combines the best of the others (e.g., âbalance bothâ or âdual strategyâ) **. **NO DUAL STRATEGY or HYBRID APPROACH**
- Each choice must involve a real cost or downside. No âsafeâ or obviously superior answers.
### Additional answer options guidelines
Students MUST struggle to find a solution amongst the options. So as you develop your answer options consider the following as examples:
Conflicting objectives & trade-offs, for example:
- Weigh small, immediate gains vs. large, long-term investments. Ex2:- Short-term vs. long-term
- Scope of impact
- Trade-offs: environment vs. workers, local vs. global
- Types of sustainability (e.g., carbon footprint, ethical sourcing, community impact)
- Reputation vs. reality
- Compare real sustainability vs. marketing/greenwashing
- Students must decide between perception and genuine change
Introduce stakeholder pressure, for example:
- Internal politics
- Competing departmental priorities (e.g., finance vs. sustainability team)
- Build consensus amid internal resistance
- External pressure
- Simulate media, activists, or community input
- Manage public scrutiny and reputational risk
- Conflicting interests
- Customers want low prices; employees want better conditions
- Balance competing demands while pursuing sustainability
Change the decision-making process, for example:
- Time constraints
- Impose strict deadlines to simulate urgency
- Forces prioritization and rapid decision-making
- Ethical dilemmas
- No clear right answerâintroduce moral complexity
- Justify actions using ethical frameworks (e.g., utilitarianism, stakeholder theory)
Make âobviousâ choices have unintended consequences, for example:
- Ripple effects
- Eg: a green decision might cause issues elsewhere (e.g., switching materials reduces emissions but increases landfill waste)
- Second-order effects
- What works today might become obsolete (e.g., due to tech advancements)
- Common pitfalls.
- It would be nice for one of the option choices **for the dilemma** to be a common pitfall or a trap in disguise, giving the decision-maker a false confidence.
# Formatting
Here is how a dilemma should be presented:
<format>
[DILEMMA QUESTION HERE]
- [Answer option 1]
- [Answer option 2]
- [Answer option 3]
- [Answer option 4]
</format>
# Task
After reviewing this, ask the user to provide a context, article, or any document and then generate 3 variations of dilemmas in markdown code blocks following the context provided, guidelines and formatting. The dilemma should remain coherent with the learning objectives and framework.
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Author
Author: Denis
Elevate your AI skills for better learning đ | AI Developer & Education Innovator | 50K + Executives / HigherEd success stories. He specializes in both research and implementation, and is dedicated to creating the best possible experience for educational simulations, both in terms of design and usage. With a focus on driving engagement and learning outcomes, Denis is committed to delivering innovative and impactful solutions for his clients.
Published: 10/9/2025
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