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Patterns
Fiction Lab / PatternDystopian anti-pattern

The organization that manipulates its own data

Mechanism

Reporting is redesigned to protect authority, so the system loses the feedback required to adapt.

Enabling conditions

  • Punishment for unwelcome signals
  • Metrics owned by the actors they evaluate
  • No protected escalation path

Failure modes

  • Decision-makers act on a manufactured picture of reality
  • Risk accumulates invisibly until recovery becomes expensive

Diagnostic questions

  1. 1.Which bad news is hardest to report safely?
  2. 2.Can the source and transformation of a headline metric be audited?

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