生成式AI实验的系统化方法

To reduce risk, refine their strategies, and optimize adoption at scale, companies need more testing at the organizational level. AUTHORS Johannes Berndt Florian Englmaier Professor, LMU Munich Raffaella Sadun Senior project manager, Siemens Professor, Harvard Business School Jorge Tamayo Assistant professor, Harvard Business School Nikolaus von Hesler Global head of people & organizational strategy, Siemens 66 PHOTOGRAPHER GREG WHITE AFTER TAKING THE SOFTWARE industry by storm, generative AI is now moving into a broad set of industries, including manufac- turing, where it is helping manage unpredictability and support real- time decision-making. Gen AI’s ability to codify, automate, and distribute organizational expertise may eventually reshape work structures from the shop floor to the C-suite. …