Qubit advancements symbolize a significant advancements in today's tech landscape. Researchers and engineers are building systems to harness qubit mechanics for tackling previously insurmountable problems. As this new discipline continues to prove itself across diverse applications. Quantum error correction remains among the most vital challenges