OBSERVATION CONTRACT
Scale flow, not a heat animation
The primary object is a 64×64 spin field and its R₂ block-spin ladder. Metropolis samples the local Ising-like energy at fixed K; coarse graining maps four parent spins to one child. The numeric path across scale is the observation.