Temporal Integration Span and Welfare Coupling Did Not Resolve the Optimization-Sacrifice Dissociation: Protocol 5 Results

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Abstract

This record reports Protocol 5 of the Δ-Variable Constraint-Ethics MARL research program. Protocol 5 tested whether temporal integration span and welfare coupling alter sacrifice-choice behavior and ethical-framework coupling in constrained multi-agent reinforcement learning. Sixty confirmatory runs were conducted across six conditions: short-span individual reward, short-span welfare-coupled reward, long-span individual reward, long-span welfare-coupled reward, and frozen-boundary variants. The study found a complete null across five preregistered hypotheses under the tested parameterization. Temporal integration span and welfare coupling did not resolve the dissociation between sacrifice-like behavioral…

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Keywords
  • Dissociation (chemistry)
  • Protocol (science)
  • Null (SQL)
  • Span (engineering)
  • Coupling (piping)
  • Null hypothesis
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