This paper develops a compact, size-aware blueprint for transferring structure through gadget lifts. Two low-order invariants – cumulative mod- Fourier mass up to degree and noise stability – are treated as a reusable “profile” tied to the gadget’s affine interface. Under coordinate permutations () the profile is preserved exactly; under bounded fan-in the degree budget relaxes by at most (i.e., ), with all overheads tracked explicitly. In a balanced window the framework yields a distributional lower bound for a monotone cost (Erasure Complexity, EC) and an “echo” to correlation against size-aware and to logarithmic degree in the polynomial-calculus setting. The accounting keeps total-variation non-expansion and a single prefix-free header visible end to end, avoiding hidden slack.

生成讲解博客的中文版本

生成AI智能校验的中文版本