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March 30, 20260 citationsOpen Access

Emergent Constraint Landscapes in Multi-Agent Systems and Behavioral Alignment

Protocol 6 Preregistration: Emergent Constraint Landscapes as a Structural Alternative to Imposed Regulatory Constraint in Multi-Agent Systems

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Authors

BTBruce Tisler

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Overview

Preregistration reveals diffusion coefficient's role in agent constraints, indicating effects on behavior alignment.

Key Points

  • To explore the impact of agent-co-constructed constraint landscapes on behavioral alignment in multi-agent systems.
  • Theoretical framework and experimental protocol designed for Protocol 6 of the Quantum Inquiry research program.
  • Biological model used: Dictyostelium discoideum to illustrate emergent cooperative structure.
  • Completed a 60-run pilot parameter sweep before submission, documenting findings.
  • Found behavioral homogenization as the dominant attractor among agents.
  • Confirmed correlation between mechanistic entropy and steady-state solutions.
  • Utilized parameters including diffusion_coefficient of 0.1.
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Cite This Study

Bruce Tisler (2026) studied this question.

synapsesocial.com/papers/69c9c5e2f8fdd13afe0bdf06https://doi.org/10.5281/zenodo.19297507
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