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Area of Science:

  • Cognitive Science
  • Moral Psychology
  • Linguistics

Background:

  • Learning normative systems involves inferring rules for actions not explicitly stated.
  • Two closure principles exist: Liberty Principle (unspecified actions are permitted) and Residual Prohibition (unspecified actions are prohibited).

Purpose of the Study:

  • To investigate how learners infer closure principles (Liberty Principle vs. Residual Prohibition) when learning normative systems from limited evidence.
  • To test predictions based on pedagogical sampling principles regarding inferred closure principles.

Main Methods:

  • Participants were trained on either permission or prohibition rules.
  • Experimental designs varied the type of rules presented to assess inferred closure principles.
  • Behavioral data were collected across several experiments to analyze inferred principles.

Main Results:

  • Participants inferred the Liberty Principle when trained on prohibitions and Residual Prohibition when trained on permissions, aligning with predictions.
  • A bias towards inferring the Liberty Principle was observed, even when both permission and prohibition rules were presented.
  • The inference of the Liberty Principle was reduced when actions were potentially harmful.

Conclusions:

  • Learners' inference of closure principles in normative systems is influenced by the type of evidence encountered (permissions vs. prohibitions).
  • A general bias towards the Liberty Principle exists, but this can be modulated by factors such as potential harm.
  • Findings contribute to understanding how humans resolve ambiguity in rule-learning and social cognition.