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TRAP #002 ·VOL I The Individual · Judgment & Evaluation Errors

Apophenia

Coined by Klaus Conrad, 2001

The tendency to perceive meaningful connections between unrelated things - seeing signal where there is only noise.
Category: BiasEvidence: ReplicatedTier 2Type: Mechanismⓘ what these mean

This is a Lexicon entry: the mechanism, when it shows up, and the countermeasure. The full correction, with real-world cases and the audit prompt, hasn't been written yet.

When it shows up

Conspiracy theories linking unrelated events into coherent narratives. Investors reading meaning into random market movements. Gamblers detecting "systems" in pure chance. Researchers finding correlations that are statistical artifacts. The more uncertain the environment, the stronger the drive to find patterns.

Failure mode

Building worldviews on coincidence. Conspiracy thinking accelerates because every new data point gets absorbed into the pattern. Confirmation bias and apophenia reinforce each other in a loop: the pattern makes you look for confirming evidence, which strengthens the pattern.

Countermeasure

Ask: "If this pattern were purely coincidental, what would that look like?" Require the pattern to make a falsifiable prediction before treating it as real. Apply CL-9 (Source Trace).

Related traps

Also connected in the map5 more, locked

Also revealed

Want the full correction for Apophenia?

This entry has the mechanism and countermeasure. The full write-up - real cases, sources, the audit prompt - comes later.

Entry #2 of 631 in The Lexicon · see the full Lexicon