@article{howdollmsfailinagenticscenariosaqualitat,
  title = {How Do LLMs Fail In Agentic Scenarios? A Qualitative Analysis of Success and Failure Scenarios of Various LLMs in Agentic Simulations},
  author = {JV Roig},
  year = {2025},
  eprint = {2512.07497},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.07497},
}