The Fangtang AI4H Global Essay Contest emerged from a spirit of scholarly experimentation amid the surge of AI reshaping the knowledge landscape. Its origins can be traced back to early industry practices during the initial phase of integrating AI into humanities scholarship. As large language models have steadily entered academic research, traditional essay competitions have run into new challenges—uncertainty over how to define originality and increasingly blurred evaluation criteria. Recognizing this problematic, the Fangtang Institute broke with the conventional model of the solitary scholar competing alone and instead championed a vision of deep human–AI collaboration in research and writing. This orientation set the foundational tone for the contest’s development and clarified its guiding commitment: using AI to empower the humanities.
During the contest’s planning phase, the team drew extensively on practical experience from AI-collaborative essay initiatives in China and abroad, while staying grounded in the core needs of humanities research. This informed a gradual refinement of the contest’s rules and positioning. In China, earlier AI co-creation literary programs—such as October magazine’s “County@Zhi” “Departing and Returning Home” narrative-writing contest—offered valuable points of reference for the field. Building on these precedents, the Fangtang AI4H Contest moved beyond their scope by centering a global community of humanities scholars. It also made the process of human–AI collaboration a core evaluative dimension, pioneering a requirement that submissions include an AI-collaboration appendix. In doing so, it established a distinctive rules framework that sets it apart from traditional competitions. After completing internal testing in early 2026, the contest entered its official launch phase.