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Safe verification and reader boundaries

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Independent edition · SF-04

scam-pattern recognition, risk literacy, and correction practice: a bounded reading edition.

This edition starts with scam-pattern recognition, keeps risk literacy visible through the reading path, and closes with correction practice. It records uncertainty rather than manufacturing a conclusion.

  • scam-pattern recognition
  • risk literacy
  • correction practice

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