The Filter That Learns to Forget
Mode Capture & the Convergence of Legibility
Training Generation
0
▲ collapse in progress
Current Capture
Caught (legible)
—
Invisible (missed)
—
Platform view: the filter cannot see what it doesn't catch.
Noise-recovered
—
caught
invisible
noise-rec.
threshold
Parameters
Particles / cycle
40
Learning rate
0.15
Inject noise (perturbation)
Noise off: filter trains only on prior captures. Convergence inevitable.
Simulation
▶ Next Generation
▶▶ Run Auto
↻ Reset