@article{beyondmodelsaframeworkforcontextualandcu,
  title = {Beyond Models: A Framework for Contextual and Cultural Intelligence in African AI Deployment},
  author = {Qness Ndlovu},
  year = {2025},
  eprint = {2510.24729},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.24729},
}