Adaptive Leadership Model

Adaptive Leadership Simulator

Modeling the Productive Range of Distress: threshold of learning, limit of tolerance, and scenario trajectories.

Time horizon (units) Resolution (points) Initial disequilibrium

Threshold of learning Limit of tolerance Adaptive frequency (oscillations) Damping (adaptive) Technical half-life (decay speed) Work-avoidance decay (slower is larger) Intervention cadence (every N units) Pulse size (cadence amplitude)

Show Adaptive Challenge Show Technical Problem Show Work Avoidance Show Productive Range Band Labels and annotations

Stabilization time (adaptive): –

Band breaches (adaptive): –

Risk note: –

Model sketch: Adaptive trajectory = damped sinusoid with optional cadence pulses; Technical = exponential decay; Work-avoidance = slower exponential decay that plateaus above the learning threshold.

The band is defined by two horizontal lines: Threshold of Learning and Limit of Tolerance. The goal is to stay within the band long enough to learn without overwhelming the system.

All rendering uses vanilla JavaScript and Canvas, no external libraries. Exports are client-side only.