@article{evolveapersistentknowledgelifecycleforsm,
  title = {Evolve: A Persistent Knowledge Lifecycle for Small Language Models},
  author = {Dikran Hovagimian},
  year = {2026},
  eprint = {2604.23424},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.23424},
}