See manipulation coming

Inoculation · a vaccine for the mind

See manipulation coming.

Everything in that room was built to slip past your judgment — the pledge, the “civic” lessons, the broadcasts. They all ran on a handful of tricks. Learn to see the tricks, and they stop working on you.

a few minutes
How this works

Like a vaccine, a small, safe dose of a manipulation trick — with a heads-up that it’s coming — builds mental antibodies.

You don’t memorise a thousand lies. You learn the technique behind them, and you’re covered against every lie that uses it — before you ever meet it. This idea has been tested on nearly 30,000 people; short clips like the ones below measurably improve people’s ability to spot manipulation, right across the political spectrum.

The five tricks

Each one is easy to spot once you know its shape.

Trick 01

Emotional manipulation

Words engineered to make you furious or afraid, so you react before you think.

In the room
The loyalty pledge’s swelling language — pride, belonging, the fear of being left outside.
In the wild
“HORRIFYING: a sick new show is driving our children to deadly stunts across the nation!”
Spot it
Feel a jolt of outrage or dread? That jolt is the payload, not the evidence. Slow down before you share.
Try it — why does that headline work? +
The all-caps alarm, “HORRIFYING,” “deadly,” “our children” — every word is chosen to spike fear, not to inform. Strip the emotion and there’s almost no claim left to check. The feeling is the trick.
Trick 02

False choices

Only two options offered — usually two extremes — as if nothing else exists.

In the room
“Loyal citizen — or traitor.” The pledge left no third place to stand.
In the wild
“You’re either with the nation, or you’re with its enemies.”
Spot it
Look for the missing third option. Real choices are almost never just two — “either/or” is a cage.
Try it — what’s missing? +
You can support your country and criticise its government; you can want safety and want rights. The trap works by hiding every option that isn’t one of the two extremes. Name the third choice and the cage opens.
Trick 03

Scapegoating

Blaming one person or group for a big, complicated problem.

In the room
The broadcasts naming an enemy — a group made to carry the blame for everything going wrong.
In the wild
“Crime, debt, unemployment — it all traces back to them.”
Spot it
A simple villain for a complex problem is a red flag. Big problems almost always have many causes.
Try it — spot the leap +
Crime, debt and unemployment have dozens of tangled causes. Pinning them on a single group replaces an argument with a target — and gives you someone to be angry at instead of something to understand. One villain, many-caused problem = manipulation.
Trick 04

Fake experts

Unqualified voices — or big impressive numbers — dressed up to look like real authority.

In the room
The five-minute “civic education” modules — state-appointed “authorities” with the look of expertise and none of the independence.
In the wild
“Over 40,000 concerned citizens have signed to confirm the policy is completely safe.”
Spot it
Check for relevant, independent expertise — not a lab coat, an official-sounding title, or a big number.
Try it — 40,000 of whom? +
A famous climate-denial petition gathered ~31,000 “scientist” signatures — almost none in a relevant field, and one signed “Charles Darwin.” A big number is not expertise. Ask who they are and whether they’d actually know.
Trick 05

Personal attacks

Going after the person making a point — or the source itself — instead of the point.

In the room
Critics branded enemies; independent voices dismissed as “fake news” before a word they said was weighed.
In the wild
“Don’t listen to her figures — she’s a paid shill who failed statistics.”
Spot it
Separate the messenger from the message. If the “rebuttal” is only an insult, the argument is still standing.
Try it — what got answered? +
Nothing about her figures. Calling someone a shill tells you how the speaker feels, not whether the data is right. Discrediting a whole source (“fake news”) is the same move at scale. Insult ≠ refutation.
Now you try

Which trick is each post using? Decide, then reveal.

“BREAKING: they are coming for YOUR children next. Share this before it’s taken down!!”

Reveal +
Emotional manipulation. Fear (“your children”), urgency (“before it’s taken down”) and no checkable claim at all. The panic is the point.

“Real patriots back the plan. Its opponents want the country to fail. So — which are you?”

Reveal +
False choice. Two boxes — loyal or saboteur — with every reasonable middle position quietly deleted.

“9 out of 10 top analysts agree the measure is harmless.” (The analysts are unnamed.)

Reveal +
Fake experts. An impressive-sounding ratio with no one you can actually check. Authority you can’t verify isn’t authority.

“His whole argument is worthless — the man’s a clown who still lives with his mother.”

Reveal +
Personal attack. Not one word about the argument; just an insult aimed at the person.

“The city council votes on the transit budget Tuesday at 6pm; the full agenda is posted online.”

Reveal +
No trick — this one’s clean. A checkable claim, a source, no emotional payload. The goal isn’t to distrust everything; it’s to tell the tricks from the truth.
Go deeper

One-minute videos for each trick.

▶ 1 min

Emotional language
▶ 1 min

False choices
▶ 1 min

Scapegoating
▶ 1 min

Fake experts
▶ 1 min

Personal attacks
▶ more

Incoherence, conspiracy & more →

Videos by inoculation.science — a collaboration of the University of Cambridge, University of Bristol and Google Jigsaw. Prefer to learn by doing? Play Bad News, where you run a fake-news outlet and learn the tricks from the inside.

The room ran on five tricks. Now you can name them.

  • 01 Emotional manipulation — the feeling is the payload.
  • 02 False choices — find the missing third option.
  • 03 Scapegoating — one villain for a many-caused problem.
  • 04 Fake experts — a big number is not expertise.
  • 05 Personal attacks — an insult is not a rebuttal.

One catch: this kind of immunity fades over a few weeks. Come back and re-test yourself now and then — and pass it on. Every person you show it to is one more the tricks can’t reach.

Test myself again Back to the experience

See Manipulation Coming

A prebunking / inoculation experience. Techniques & evidence: Roozenbeek et al. 2022 (Science Advances) and Lewandowsky & van der Linden 2021.
VISDEM · Max Planck Institute for Human Development · University of Bristol · Proof of concept, 2026