Illusions of reflection: open-ended task reveals systematic failures in Large Language Models' reflective reasoning

@misc{weatherheadTue Oct 21 2025 03:24:21 GMT+0000 (Coordinated Universal Time)illusionsreflectionopenended,
      title={Illusions of reflection: open-ended task reveals systematic failures in Large Language Models' reflective reasoning},
      author={Sion Weatherhead and Flora Salim and Aaron Belbasis},
      year={Tue Oct 21 2025 03:24:21 GMT+0000 (Coordinated Universal Time)},
      eprint={2510.18254},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2510.18254},
}