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
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Oct 4, 2026 - Python