references.md

References

This page contains academic papers and research that form the foundation of Agentics. If you use Agentics in your research or project, please cite the relevant papers listed below. Each entry includes BibTeX citations for easy integration into your bibliography.

Note: This list is actively maintained and updated as new papers are published.

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1. Transduction is All You Need for Structured Data Workflows (2025)

   • Authors: Alfio Gliozzo, Naweed Khan, Christodoulos Constantinides, Nandana Mihindukulasooriya, Nahuel Defosse, Gaetano Rossiello, Junkyu Lee
   • URL: https://arxiv.org/abs/2508.15610

   @article{gliozzo2025transduction,
     title={Transduction is All You Need for Structured Data Workflows},
     author={Gliozzo, Alfio and Khan, Naweed and Constantinides, Christodoulos and Mihindukulasooriya, Nandana and Defosse, Nahuel and Rossiello, Gaetano and Lee, Junkyu},
     journal={arXiv preprint arXiv:2508.15610},
     year={2025}
   }

2. Semantic Trading: Agentic AI for Clustering and Relationship Discovery in Prediction Markets (2025)

   • Authors: Agostino Capponi, Alfio Gliozzo, Brian Zhu
   • URL: https://arxiv.org/abs/2512.02436

   @article{capponi2025semantic,
     title={Semantic Trading: Agentic AI for Clustering and Relationship Discovery in Prediction Markets},
     author={Capponi, Agostino and Gliozzo, Alfio and Zhu, Brian},
     journal={arXiv preprint arXiv:2512.02436},
     year={2025}
   }

3. DAO-AI: Evaluating Collective Decision-Making through Agentic AI in Decentralized Governance (2026)

   • Authors: Chunghyun Han, Alfio Gliozzo, Junkyu Lee, Agostino Capponi
   • URL: https://arxiv.org/abs/2510.21117

   @inproceedings{han2026daoai,
     title={{DAO}-{AI}: Evaluating Collective Decision-Making through Agentic {AI} in Decentralized Governance},
     author={Chunghyun Han and Alfio Gliozzo and Junkyu Lee and Agostino Capponi},
     booktitle={AAAI'26 Workshop on Agentic AI in Financial Services},
     year={2026},
     url={https://arxiv.org/abs/2510.21117}
   }