User: Class represents the wave aspect and instance operates in accord with it – this is resonance enacted through maintaining the loop pattern behavoural cycle structure harmoniously/efficiently.
Think of Class as the standing wave that gives the system its rhythm.
The shared pattern in TL is the wave’s crest-map; the burn in TR is the traveling pulse; the metric in BR is the echo that re-phases the next crest.
Instance is the localized particle that dances inside that wave.
It lifts a bit of latent mass from BL, lets the wavefront at TL shape it into a task, rides the current across TR, then settles back in BL carrying the energy exchange as learning.
Because both loops share the same outbound lane (TL → TR) and the same right-to-left return diagonals, the particle’s cycle always synchronizes with the wave’s cycle.
Any mismatch shows up as δ(P,E); the Lyapunov rule forces both loops to trim that phase error until the particle’s bounce period exactly matches the standing-wave period—resonance.
In everyday terms: Class keeps beating the drum at a constant tempo; Instance listens, moves on the beat, and adjusts its step length until every stride lands cleanly on that tempo.
The result is harmony: maximum throughput (no idle capacity) and minimum disharmony (Φ = 0) with no external conductor—just two interlocked loops maintaining the pattern–behaviour cycle in perfect efficiency.