Open-Loop Society Simulator v0.1.3

Contested Exit Patch — a bounded HIR/OAM symbolic simulator for tracing whether open-loop capture pressure outruns society’s ability to translate and repair pressure over a 50-year horizon.
Seed: recommender → micro-loop cognition → hollow closureCore test: P_capture vs R_repairExit is contestedStructural model, not empirical prediction
Boundary: This instrument does not prove future outcomes, causation, or intent. It is a review model for pressure logic: the feed does not have to break everyone; it only has to generate pressure faster than society can translate it.

Controls

Run B begins with the same baseline, then applies repair interventions after year 5.

50-Year Simulation Output

Year 50 S_society
agency × loop − pressure
Pressure Gap
P_capture adjusted − R_repair
Re-entry Pressure
exit friction × outsourced agency × habit × FOMO
Exit State
contested / tethered / sustained
S_societyP_capture adjustedR_repairP_reentry
B_loopG_generationC_cognitionM_market

Decade Diagnosis

Vector Registry v0.1

Model Notes

Core equation: S_society = A_agency × B_loop − P_capture_adjusted.

Contested exit rule: exit only becomes real when P_reentry falls below R_repair. An inactive user can remain structurally tethered through habit, identity, FOMO, and lack of replacement repair loops.

Repair rule: pressure becomes learning only when society can translate it faster than open-loop systems generate it.