思辨会 | 量子模拟：技术路线激辩与产业化破局

Core Insights - The 2025 World Artificial Intelligence Conference (WAIC) highlighted the importance of quantum simulation in overcoming classical computing limitations, with a focus on interdisciplinary dialogue and expert discussions on future trends in quantum technology [1][6] Group 1: Fundamental Research and Application Scenarios - Quantum simulation is seen as a key pathway to address the limitations of classical computing, but current NISQ devices face challenges such as hardware noise and modeling errors [3] - There is a debate on the core bottlenecks: one side emphasizes hardware measurement capabilities, while the other points to the lag in practical algorithms and software adaptation [3] - The relationship between computational power and understanding of material design is becoming increasingly intertwined, influencing scientific research and daily life [3] Group 2: Development Pathways - Experts propose differing technological routes for the industrialization of quantum computing, reflecting critical choices in the development of quantum technology [4] - One perspective advocates for photonic quantum computing through chip integration to achieve quantum superiority, which could lead to efficient simulations of molecular systems [4] - Another viewpoint stresses the need for collaborative innovation in algorithms, transmission, and architecture to address challenges in biomedicine and financial forecasting [4] Group 3: Algorithm Breakthroughs - Quantum simulation is described as a tool that can accurately replicate molecular processes, significantly reducing computational resource requirements for complex simulations [5] - Innovations in algorithms are expected to make complex molecular simulations feasible within the next five years, driving new material designs [5] Group 4: Diverse Perspectives - The discussions at the conference reached a consensus on the potential of quantum simulation in optimization and material simulation, while also recognizing the need to overcome foundational research and industrialization challenges [6] - The quantum computing industry is progressing steadily, with companies like Turing Quantum showcasing the potential for industrial applications through advancements in photonic quantum technology [6] - The breakthroughs in quantum hardware and algorithms are poised to redefine the boundaries of scientific research and industrial innovation, prompting reflections on the future of human civilization [6]