long-horizon reasoningquantum-classical hybrid AIpublished Sep 16, 2026 · arXiv:2609.16887QART: A Quantum-Classical Hybrid Architecture for Long-Horizon Reasoning -- Exploring a Conditional Path toward Quantum Scaling