For explicitly budgeted spatially/temporally correlated or adversarial noise, establish fault-tolerance thresholds and space-time overhead bounds for two- or three-dimensional local architectures. Specify local dimension, strength/correlation or per-step corruption budget, logical width and depth, total failure probability ε, and classical decoding time; aim for qubit implementations with useful constants.