Polynomial Commitments via QAPs

Another foundational element is the use of Quadratic Arithmetic Programs (QAPs) to encode computational logic. QAPs transform a circuit's computations into a set of polynomial equations, targeting proofs of size O(log n) for circuits with n gates. This logarithmic scaling balances efficiency and security, ensuring that proof size grows minimally even as circuit complexity increases.