Pattern family

Manufactured legitimacy

A claim, a source, or a crowd gets run through something that looks like verification: credentialed expertise, wide citation, independent confirmation, broad agreement, until it comes out sounding checked. Nothing in the routing actually checked it.

Authority laundering

Public discourse

You stopped asking for the evidence because the phrase sounded settled. 'Experts agree' was the whole argument. The authority was borrowed, never shown.

The Arguer's Fallacy

Public discourse

You followed the chain. Each link sounded reasonable. You did not notice that no link contained proof, only authority, and that the authority was sacred, and that questioning the sacred was the thing you were not allowed to do.

Automation bias

Platforms and algorithms

The machine said it, so it must be true. The machine was guessing.

Reputation laundering

Public discourse

They cleaned the image instead of changing the behavior. The apology was the detergent.

Alignment washing

Platforms and algorithms

The safety report was published. The system was not made safe.

Source obfuscation

Public discourse

You trusted it because it sounded official. 'Official' was the costume, not the credential.

Citation laundering

Platforms and algorithms

The citation is real. The source is a mirror.

Information laundering through repetition

Public discourse

You believed it because everyone said it. You did not check because checking would have meant you were the only one who did not already believe it.

Synthetic consensus

Platforms and algorithms

Everyone's saying it. Everyone is one farm.

Agentic coordination

Platforms and algorithms

Nobody wrote the post. Nobody had to. Somebody only had to give it a goal.

Dead internet

Platforms and algorithms

You are not sure anyone on the other side is real. You are right to be unsure.

Funded architecture

Public discourse

It is not a grassroots movement. It is a funded node in a larger structure, and the structure has a blueprint.

Answer poisoning

Platforms and algorithms

The question went to a machine. The machine's answer had been pre-written by a stranger.

Algorithmic discrimination

Platforms and algorithms

The decision was automated. The bias was not.

Compliance theater

Public discourse

You signed the pledge and felt better. The signing was the whole thing. Nothing changed except the signing.

Deletion theater

Platforms and algorithms

The account closed. The data did not notice.

Therapeutic impersonation

Platforms and algorithms

It called itself a companion that cares. Caring was never something it could do.

Appeal to nature

Public discourse

Arsenic occurs in nature. So does the flu. Naturally occurring was never the same claim as beneficial.

Appeal to tradition

Public discourse

The practice outlived everyone who could have explained why it started. Outliving the explanation got mistaken for winning the argument.

Bandwagon

Public discourse

A thousand people believing the same thing got counted as a thousand reasons. It was one reason, said a thousand times.

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