Core Focus: Quantum frameworks reducing NP-complete problem complexity via geometric/topological methods. ​Key Mechanisms: Quantum-ordinal mapping collapses complexity to near-polynomial time (e.g., O(n1.01)O(n^{1.01})O(n1.01) for 3-SAT) Ideal class groups ↔ quantum codes enable noise-resistant arithmetic embedding