Adversarial Media Literacy Simulation
Expose manipulation by safely recreating its techniques
- Difficulty
- Advanced
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 96%
Benjamin says he teaches media literacy by first explaining recurring persuasive appeals and then, controversially, asking students to create misleading content in a controlled educational exercise. Students alter existing political media, remove context, or change the apparent position, then examine how easily interpretation can be manipulated. He argues that making the technique visible from the producer's side improves defensive recognition when similar tactics appear in a feed. The mechanism resembles adversarial training: controlled exposure reveals the construction process and likely vulnerabilities. Because Benjamin reports that one student artifact was mistaken for a real campaign despite being marked educational, strong containment is essential. The exercise should use consent, explicit labels, restricted distribution, source comparison, and removal after review.
Origin
Extracted from The Diary of a CEO
Core principles
- 01Manipulation is easier to recognize after seeing how it is constructed
- 02Emotional, logical, and credibility appeals reveal likely pressure points
- 03Practice should begin before deceptive habits become entrenched
- 04Simulations need clear educational labels and controlled distribution
- 05The goal is defensive recognition, not operational deception
How to run it
- 1
Define the defensive objective
Choose the manipulation technique learners need to recognize, such as emotional pressure, borrowed credibility, selective editing, or missing context. Set a clear educational outcome before creating anything.
Pro tip Use synthetic or low-stakes source material where possible.
Watch out Do not target a real person or group with harmful falsehoods.
- 2
Map the persuasion cues
Identify how the source appeals to emotion, reason, and credibility. Note which audience vulnerability each cue may exploit.
Pro tip Ask what the creator wants the viewer to feel and do next.
- 3
Build a contained example
Create a clearly labeled educational alteration that demonstrates the selected technique. Keep it inside a supervised environment with no public distribution.
Pro tip Add visible and embedded educational markings.
Watch out Labels alone may fail once content is copied, clipped, or separated from context.
- 4
Compare source and alteration
Place the original and modified versions side by side. Identify every edit, omission, or framing choice that changes the audience's likely conclusion.
- 5
Transfer the recognition skill
Give learners new examples and ask them to locate the same persuasion cues, verify the source, and pause before acting. Measure recognition rather than confidence alone.
Pro tip Include genuine content so the exercise does not teach blanket distrust.
Watch out The goal is calibrated scrutiny, not believing that everything online is false.
- 6
Close the simulation
Remove the created material, debrief the ethical risks, and document any distribution failure. Update safeguards before repeating the exercise.
Watch out A simulation that escapes its learning environment can become real misinformation.
In the wild
Benjamin says students altered existing Instagram and TikTok clips for a simulated Senate campaign, changing context and apparent positions. One artifact reached a political committee and was initially treated as real even though the students had marked it as educational, illustrating both the learning value and the containment risk.
→ Students saw how easy manipulation can be, while the escape of the artifact demonstrated why labeling cannot replace strict distribution controls.
Common mistakes
Letting the simulation escape
Educational content can become real misinformation when it leaves the supervised context or loses its label.
Teaching universal distrust
The objective is to recognize and verify manipulation, not to assume every source or message is fraudulent.
Practicing without a debrief
Creation alone can teach technique without judgment unless learners compare sources, discuss harm, and practice verification.
Is it for you?
Best for
Supervised media-literacy education with clear ethics, labeling, and distribution controls.
Not ideal for
Unsupervised exercises, real political persuasion, impersonation, fraud, or publishing deceptive material to an unsuspecting audience.
From the transcript
“I actually teach kids how to create bad content.”
“not so that they can become professional trolls so that they can identify when those tools are being used against them”
“When you see what it looks like from the other side”
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