📄 中文摘要
随着大型语言模型（LLMs）和人工智能代理使代码生成变得更快、更便宜且更易获取，科学计算领域迎来了新的广阔前景。然而，尽管人工智能能够轻松串联逻辑，但仍需要一个强大且数学严谨的引擎来驱动它。TensorCircuit-NG（TCNG）在此发挥了重要作用。TCNG不仅适应了人工智能时代，更是推动人工智能驱动的量子研究得以实现、可扩展且高效的关键催化剂。TCNG为研究人员和人工智能代理提供了基础性的“物理引擎”，使其能够在高层逻辑的基础上，构建出高度优化的低层数学框架。
在量子研究中释放人工智能：TensorCircuit-NG为何是智能时代的终极基础
📄 English Summary
Unleashing AI in Quantum Research: Why TensorCircuit-NG is the Ultimate Foundation for the Agent Era
The emergence of large language models (LLMs) and AI agents has revolutionized code generation, making it faster, cheaper, and more accessible, thus opening a vast new frontier in scientific computing. However, while AI excels at stringing together high-level logic, it requires a robust and mathematically rigorous engine to drive its capabilities. TensorCircuit-NG (TCNG) stands out as a crucial component in this landscape. Far from merely adapting to the AI era, TCNG serves as the essential catalyst that enables AI-driven quantum research to be feasible, scalable, and highly efficient. It acts as the foundational 'physics engine' for AI, allowing researchers and AI agents to develop highly optimized low-level mathematical frameworks.