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jmars / selfreg-public

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Self-application is not free: the monitoring channel is part of the failure channel, and in a working agent the self does not survive its own reconstruction. Evidence deposit -- the paper, the executed code, and the run data every number is re-derivable from. (Preprint.)

reproducible-research dynamical-systems meditation control-theory sensor-placement computational-psychiatry self-reference dpdr bifurcation-analysis depersonalization self-regulation llm-agents context-management dual-control research-artifact long-horizon-agents contemplative-science self-application monitoring-cost border-collision
  • Updated Oct 4, 2026
  • Python

jmars / dpdr-public

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A control-theoretic model of self-regulation: paper, 14 figures, and a reproducible artifact set with an executable checker. The model's failure mode is collapse of a self-content generator; DPDR is the modeling origin. (Preprint.)

reproducible-research scientific-computing dynamical-systems nonlinear-dynamics meditation control-theory ode-model computational-psychiatry preprint self-reference dpdr attractor bifurcation-analysis depersonalization self-regulation dual-control research-artifact mental-health-research self-simulation contemplative-science
  • Updated Oct 4, 2026
  • Python

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