Y-ENGINE OSCILLATOR: REINFORCEMENT, LEAKAGE, LAG & RESIDUE

Interactive Y-Theory Simulation — From Binary Fluctuation (0/1) to Circle, Helix, Spiral, and Torus

r(t+1) = r(t) + α · Residue
Residue (actual return minus predicted state) pushes the closed circle outward into an evolving spiral.
Actual State (z)
Lagged Memory Partner
Predicted Return (ẑ)
Residue Vector (z − ẑ)
Drag canvas to rotate 3D view
LIVE AMPLITUDE ENVELOPE & PHASE WAVEFORM — cos(θ) vs Lagged cos(θ − Δθ) Dynamic Boundary Active (0° < Δθ < 180°)