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4f15d647a1
Hub (hub.tcl): syntax-agnostic Tcl coordinator that manages sim lifecycle, tick-advancement at 90:1, and query routing via stdin/stdout JSON to sub-processes in their native runtimes. BoundedPrediction enforces L2 (bounds on every output) and confidence scale 0.00-10.00. M3a statistical/main.R: GBM Monte Carlo, Heston stochastic volatility (Euler-Maruyama with full truncation), Merton jump-diffusion, HMM 3-state regime detection (forward filter), GARCH(1,1) volatility forecasting. All produce BoundedPredictions. M3b sociological/main.pl: Replicator dynamics over 5 behavioral archetypes, Hegselmann-Krause bounded confidence opinion dynamics, Nash equilibrium search via constraint satisfaction. Prolog handles game logic natively; numerical ODE/PDE delegates to R/Octave. Hub spec updated to reflect Tcl as coordinator language.