@book{ToxtliHernandez2026HumanCentered,
  title = {Human-Centered Automation},
  isbn = {9781003666400},
  url = {http://dx.doi.org/10.1201/9781003666400},
  doi = {10.1201/9781003666400},
  publisher = {CRC Press},
  author = {Toxli-Hernandez, Carlos},
  year = {2026},
  month = May
}

@inproceedings{LaHue2026SHARE,
  title = {SHARE: A Formative Probe of AI-Mediated Disclosure in Peer Journaling},
  author = {LaHue, Austin and Toxtli, Carlos},
  booktitle = {Proceedings of the 14th International Conference on Human-Agent Interaction (HAI ’26)},
  address = {Osaka, Japan},
  publisher = {Association for Computing Machinery},
  year = {2026},
  month = nov,
  note = {Poster; forthcoming},
  url = {https://hai-conference.net/hai2026/program-schedule/}
}

@inproceedings{Toxtli2026Evidence,
  title = {Evidence Before Rankings: An Executable Audit Contract for Stateful Tool-Agent Evaluations},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {Third Workshop on Agents in the Wild: Safety, Security, and Beyond (AIWILD) at NeurIPS 2026},
  address = {Sydney, Australia},
  year = {2026},
  month = dec,
  note = {Poster; forthcoming},
  url = {https://agentwild-workshop.github.io/neurips2026/}
}

@inproceedings{Toxtli2026Calibration,
  title = {When Calibration Records Cannot Support Routing: A Denominator and Artifact Audit},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {TAE (Trust-AI-Eval): Can We Trust AI Evaluation? Workshop at NeurIPS 2026},
  address = {Sydney, Australia},
  year = {2026},
  month = dec,
  note = {Poster},
  url = {https://openreview.net/forum?id=uPtp2butrm}
}

@inproceedings{Toxtli2026Governance,
  title = {Separating Governance Designation from Operational Fault in Model-Generated Incident Audits},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {Trustworthy AI for Good Workshop (AI4GOOD) at NeurIPS 2026},
  address = {Paris, France},
  year = {2026},
  month = dec,
  note = {Poster},
  url = {https://openreview.net/forum?id=oZDf3mJY4F}
}

@inproceedings{Toxtli2026Evaluator,
  title = {Evaluator Disagreement in AI-Assisted Manuscript Revision},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {AI-Native Academia: Authorship, Peer Review, and Conference Governance under AI Workshop at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Poster},
  url = {https://openreview.net/forum?id=KcjksLJoBz}
}

@inproceedings{Delaflor2026Validation,
  title = {A Validation Contract for Anticipatory Peer-Review Benchmarks},
  author = {Delaflor, Manuel and Toxtli, Carlos},
  booktitle = {AI-Native Academia: Authorship, Peer Review, and Conference Governance under AI Workshop at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Poster},
  url = {https://openreview.net/forum?id=eZbOdYHVJE}
}

@inproceedings{Toxtli2026Supervisor,
  title = {How Many Agents Can One Supervisor Track? A Mechanistic Capacity Model and Measurement Protocol for LLM-Agent Teams},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {Human-AI Coevolution: Measuring Human-Agent Teams in the Agentic Era (HAIC) Workshop at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Workshop paper},
  url = {https://openreview.net/forum?id=czINRnBTpf}
}

@inproceedings{Delaflor2026Headroom,
  title = {Headroom Before Protocol Effects: A Decision Procedure for Human-Agent Evaluation},
  author = {Delaflor, Manuel and Toxtli, Carlos},
  booktitle = {Human-AI Coevolution: Measuring Human-Agent Teams in the Agentic Era (HAIC) Workshop at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Workshop paper},
  url = {https://openreview.net/forum?id=odOgsQYleZ}
}

@inproceedings{Mazdarani2026Shape,
  title = {The Shape of Mathematical Creativity: Measuring Mathematical Exploration in Formal Proof Generation},
  author = {Mazdarani, Fateme and Toxtli, Carlos},
  booktitle = {The 6th Workshop on Mathematical Reasoning and AI (MATH-AI) at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Poster; forthcoming},
  url = {https://mathai-2026.github.io/}
}

@inproceedings{Toxtli2026Content,
  title = {Content Is Not Social Attribution: An Audit Protocol for Textual LLM Social Simulation},
  author = {Toxtli, Carlos and Delaflor, Manuel},
  booktitle = {SocialAgent: Second Workshop on Large Language Models for Social Reasoning and Simulation at NeurIPS 2026},
  address = {Atlanta, GA},
  year = {2026},
  month = dec,
  note = {Poster; forthcoming},
  url = {https://social-llm-workshop.github.io/}
}

@article{Toxtli2026AIConsciousness,
  title = {AI Consciousness? Attribution and Cognitive Biases},
  author = {Toxtli, Carlos and Delaflor, Manuel and Tapia-V., Alejandro},
  journal = {Frontiers in Psychology},
  volume = {17},
  pages = {1899551},
  year = {2026},
  doi = {10.3389/fpsyg.2026.1899551},
  note = {Perspective; accepted September 15, 2026, forthcoming},
  url = {https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2026.1899551/abstract}
}

@inproceedings{Barwulor2026Authentication,
  title = {Authentication Routines Among College Students},
  author = {Barwulor, Catherine and Kalahiki, Christopher and Sidnam-Mauch, E. and Toxtli-Hernandez, Carlos and Caine, Kelly},
  booktitle = {Proceedings of the Human Factors and Ergonomics Society Annual Meeting (ASPIRE 2026)},
  publisher = {SAGE Publications},
  year = {2026},
  note = {Poster; forthcoming},
  url = {https://www.hfes.org/Events/ASPIRE-International-Annual-Meeting/ASPIRE-Home}
}

@inproceedings{Proctor2026NaturalPRISM,
  title = {NaturalPRISM: A Natural Language Premise Retrieval Task for Research-level Intermediate Proof States},
  author = {Proctor, Harris and An, Li and LaHue, Austin and Burr, Michael and Toxtli-Hernandez, Carlos and Jansari, Vinita Gangaram and Garcia Puente, Luis David and Nye, Benjamin E.},
  booktitle = {Proceedings of the 4th Workshop on Mathematical Natural Language Processing (MathNLP 2026)},
  address = {Budapest, Hungary},
  publisher = {Association for Computational Linguistics},
  year = {2026},
  month = October,
  note = {Forthcoming},
  url = {https://sites.google.com/view/mathnlp2026}
}

@inproceedings{LaHue2026Which,
  title = {Which Mathematical Context Supports Target-Aligned Conjecture Generation? A Paired Ablation Study},
  author = {LaHue, Austin and Burr, Michael and Garcia Puente, Luis David and Jansari, Vinita Gangaram and Nye, Benjamin E. and Toxtli-Hernandez, Carlos},
  booktitle = {Proceedings of the 4th Workshop on Mathematical Natural Language Processing (MathNLP 2026)},
  address = {Budapest, Hungary},
  publisher = {Association for Computational Linguistics},
  year = {2026},
  month = October,
  note = {Forthcoming},
  url = {https://sites.google.com/view/mathnlp2026}
}

@inproceedings{Mazdarani2026Recognition,
  title = {From Recognition to Reconstruction: Towards Robust Procedural Mathematical Reasoning},
  author = {Mazdarani, Fateme and Toxtli, Carlos},
  booktitle = {Proceedings of the 4th Workshop on Mathematical Natural Language Processing (MathNLP 2026)},
  address = {Budapest, Hungary},
  publisher = {Association for Computational Linguistics},
  year = {2026},
  month = October,
  note = {Forthcoming},
  url = {https://sites.google.com/view/mathnlp2026}
}

@inproceedings{Mazdarani2026Beyond,
  title = {Beyond the Answer Key: Robustness Evaluation of Large Language Models for Step-Level Mathematical Verification},
  author = {Mazdarani, Fateme and Toxtli, Carlos},
  booktitle = {2026 25th International Conference on Machine Learning and Applications (ICMLA)},
  publisher = {IEEE},
  year = {2026},
  note = {Forthcoming},
  url = {https://www.icmla-conference.org/icmla26/}
}

@inproceedings{Mazdarani2026TREAT,
  title = {TREAT: Evaluating Access to Formal Knowledge across Equivalent Mathematical Representations},
  author = {Mazdarani, Fateme and Toxtli, Carlos},
  booktitle = {Proceedings of the 28th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2026)},
  publisher = {IEEE},
  year = {2026},
  note = {Forthcoming},
  url = {https://synasc.ro/2026/}
}

@misc{Mazdarani2026Randomized,
  title = {Randomized SVD Approximations for Spectral Co-Clustering of Word-Document Matrices},
  author = {Mazdarani, Fateme and Toxtli, Carlos},
  year = {2026},
  eprint = {2609.19243},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  doi = {10.48550/arXiv.2609.19243},
  url = {https://arxiv.org/abs/2609.19243}
}

@article{Panthi2026Coupled,
  title = {A Coupled AquaCrop--Richards Model for Improved Crop Yield Prediction Through Physically Based Soil Water Dynamics},
  author = {Panthi, Krishna and Samadi, Vidya and Toxtli, Carlos},
  journal = {Irrigation and Drainage},
  publisher = {Wiley},
  issn = {1531-0361},
  year = {2026},
  month = jul,
  doi = {10.1002/ird.70172},
  url = {https://doi.org/10.1002/ird.70172}
}

@inproceedings{Li2026Eliciting,
  title = {Eliciting Fairness via Micro-Ethics Embedded Interfaces for Machine Learning Workflows},
  author = {Li, Wangfan and Toxtli, Carlos},
  booktitle = {Human-Computer Interaction \& Emerging Technologies},
  series = {AHFE Open Access},
  volume = {233},
  publisher = {AHFE International},
  isbn = {979-8-950676-09-3},
  issn = {2771-0718},
  year = {2026},
  doi = {10.54941/ahfe1007537},
  url = {https://doi.org/10.54941/ahfe1007537}
}

@inproceedings{Solorzano_2026,
  title = {Automating Underwater Search and Rescue Under Different Levels of Visibility with Narrow and General Purpose AI Models},
  author = {Solorzano, Cecilia Delgado and Guynup, Chase and Arnold, Emma and Weng, Nan and McNeese, Nathan and Bertrand, Jeff and Madathil, Kapil Chalil and Flathmann, Christopher and Gramopadhye, Anand and Toxtli-Hernandez, Carlos},
  booktitle = {2026 6th International Conference on Electrical, Computer and Energy Technologies (ICECET)},
  address = {Rome, Italy},
  publisher = {IEEE},
  pages = {1--7},
  year = {2026},
  month = July,
  isbn = {979-8-3195-0598-9},
  doi = {10.1109/ICECET65726.2026.11632779},
  url = {https://ieeexplore.ieee.org/document/11632779}
}

@inproceedings{Li_2026a,
  series = {CAIS ’26},
  title = {Supervisory Control Theory for LLM Revision},
  url = {http://dx.doi.org/10.1145/3786335.3813152},
  doi = {10.1145/3786335.3813152},
  booktitle = {Proceedings of the ACM Conference on AI and Agentic Systems},
  publisher = {ACM},
  author = {Li, Wangfan and Toxtli, Carlos},
  year = {2026},
  month = May,
  pages = {1100--1108},
  collection = {CAIS ’26}
}

@inproceedings{Toxtli2026PersonalityProfiled,
  title = {Personality-Profiled Virtual Agents Are More Predictable: The Constraint-Entropy Tradeoff for Trustworthy Agent Design},
  author = {Carlos Toxtli and Manuel Delaflor},
  booktitle = {ACM International Conference on Intelligent Virtual Agents (IVA 2026)},
  year = {2026},
  doi = {10.1145/3806774.3827973}
}

@inproceedings{Toxtli2026Hidden,
  title = {Hidden Profile Decision Making in Multi-Agent LLM Groups},
  author = {Carlos Toxtli and Manuel Delaflor},
  booktitle = {Companion of the Computer-Supported Cooperative Work and Social Computing (CSCW Companion ’26)},
  year = {2026},
  doi = {10.1145/3785651.3831525}
}

@inproceedings{Toxtli2026Qualification,
  title = {Qualification by Calibration: A Readable Benchmark for Admitting Language Models to Human-Computation Tasks},
  author = {Carlos Toxtli and Manuel Delaflor},
  booktitle = {2026 ACM Conference on Human-AI Complementarity and Alignment (HCOMP 2026)},
  year = {2026},
  doi = {10.1145/3834580.3838735}
}

@inproceedings{Delaflor_2026a,
  series = {CUI ’26},
  title = {Sycophantic Metacognition: Investigating the Dunning-Kruger Effect in Large Language Model Self-Assessment},
  url = {http://dx.doi.org/10.1145/3816046.3816233},
  doi = {10.1145/3816046.3816233},
  booktitle = {Proceedings of the 8th ACM Conference on Conversational User Interfaces},
  publisher = {ACM},
  author = {Delaflor, Manuel and Toxtli, Carlos},
  year = {2026},
  month = July,
  pages = {1--17},
  collection = {CUI ’26}
}

@inproceedings{Toxtli2026Auditing,
  title = {Auditing LLM Portrayals of Neurodivergent People: Quantifying the Asymmetry Between Deficit Framing and Neurodiversity Affirmation},
  author = {Carlos Toxtli and Manuel Delaflor},
  booktitle = {Proceedings of the Ninth AAAI/ACM Conference on AI, Ethics, and Society (AIES ’26)},
  year = {2026},
  url = {https://www.aies-conference.com/2026/}
}

@inproceedings{Toxtli2026LLMJudge,
  title = {LLM-Judge Behavioral Coding Scheme for Agent Teammate Quality},
  author = {Carlos Toxtli and Manuel Delaflor},
  booktitle = {Proceedings of the 14th International Conference on Human-Agent Interaction (HAI ’26)},
  year = {2026},
  url = {https://hai-conference.net/hai2026/program-schedule/}
}

@inproceedings{Delgado_Solorzano_2026,
  series = {CHI EA ’26},
  title = {Exploring User Expectations for AI-Mediated Second Language Communication: A Formative Participatory Design Study},
  url = {http://dx.doi.org/10.1145/3772363.3799390},
  doi = {10.1145/3772363.3799390},
  booktitle = {Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems},
  publisher = {ACM},
  author = {Delgado Solorzano, Cecilia and Singh, Pratyush and Toxtli, Carlos},
  year = {2026},
  month = Apr,
  pages = {1--4},
  collection = {CHI EA ’26}
}

@article{Ashok_Vankit_2026,
  title = {Effects of Embodied Agent Body Type on Perceptions and Dietary Intentions in Digital Health Counseling},
  volume = {37},
  issn = {1546-427X},
  url = {http://dx.doi.org/10.1002/cav.70146},
  doi = {10.1002/cav.70146},
  number = {3},
  journal = {Computer Animation and Virtual Worlds},
  publisher = {Wiley},
  author = {Ashok Vankit, Sagar and Sabnam Shama, Nafisa and Ashish Kadam, Jay and Toxtli Hernandez, Carlos and Volonte, Matias},
  year = {2026},
  month = May
}

@inproceedings{Volonte_2026,
  series = {CHI EA ’26},
  title = {A Formative Investigation of Student Perceptions of Digital Twin Instructors in Remote Lecture Environments},
  url = {http://dx.doi.org/10.1145/3772363.3798975},
  doi = {10.1145/3772363.3798975},
  booktitle = {Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems},
  publisher = {ACM},
  author = {Volonte, Matias and Joseph Berns, Nicholas and Toxtli, Carlos},
  year = {2026},
  month = Apr,
  pages = {1--4},
  collection = {CHI EA ’26}
}

@inproceedings{Delaflor_2026b,
  series = {CHI EA ’26},
  title = {Belief Explorer: A Preliminary Evaluation of AI-Mediated Socratic Dialogue for Epistemic Reflection},
  url = {http://dx.doi.org/10.1145/3772363.3799391},
  doi = {10.1145/3772363.3799391},
  booktitle = {Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems},
  publisher = {ACM},
  author = {Delaflor, Manuel and Delgado Solorzano, Cecilia and Toxtli, Carlos},
  year = {2026},
  month = Apr,
  pages = {1--5},
  collection = {CHI EA ’26}
}

@inproceedings{Guynup_2026,
  title = {Expanding the Roster: Qualitative Needs Assessment for Autonomous Teammates in Hazardous Environments},
  url = {http://dx.doi.org/10.1109/cogsima68896.2026.11481227},
  doi = {10.1109/cogsima68896.2026.11481227},
  booktitle = {2026 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)},
  publisher = {IEEE},
  author = {Guynup, Chase and Nguyen, Han and Basappa, Rhea and Andre, Kwame and Yancey, Mia and Flathmann, Christopher and McNeese, Nathan and Toxtli, Carlos and Madathil, Kapil and Gramopadhye, Anand},
  year = {2026},
  month = Mar,
  pages = {109--116}
}

@inproceedings{Li_2026b,
  series = {SAC ’26},
  title = {Requirement Bot: Enhancing Software User Requirement List Through Retrieval-Augmented Human-AI Co-Authoring},
  url = {http://dx.doi.org/10.1145/3748522.3780008},
  doi = {10.1145/3748522.3780008},
  booktitle = {Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing},
  publisher = {ACM},
  author = {Li, Wangfan and Toxtli, Carlos},
  year = {2026},
  month = Mar,
  pages = {1437--1443},
  collection = {SAC ’26}
}

@inproceedings{Mazdarani2026Worker,
  title = {Worker-Centered AI: Transparent Explanations for Trustworthy Task Recommendation in Crowd Work},
  url = {http://dx.doi.org/10.1109/CAI68641.2026.11536153},
  doi = {10.1109/cai68641.2026.11536153},
  booktitle = {2026 IEEE Conference on Artificial Intelligence (CAI)},
  publisher = {IEEE},
  author = {Mazdarani, Fateme and Hernandez, Alberto Campos and Toxtli, Carlos},
  year = {2026},
  month = May,
  pages = {295--302}
}

@article{Li_2026_PLSA,
  title = {Prompt-Level Supervisory Alignment for Anticipatory Manuscript Revision},
  author = {Li, Wangfan and Campos Hernandez, Sofia Abilene and Toxtli, Carlos},
  journal = {Proceedings of the Human Factors and Ergonomics Society Annual Meeting},
  publisher = {SAGE Publications},
  issn = {2169-5067},
  doi = {10.1177/10711813261475162},
  url = {http://dx.doi.org/10.1177/10711813261475162},
  year = {2026},
  month = Aug
}

@inbook{Toxtli_2026,
  title = {Empowering the Crowd: Measuring the Impact of AI-Driven Tools on Crowdwork},
  isbn = {9781836349464},
  issn = {2753-894X},
  url = {http://dx.doi.org/10.5772/intechopen.1014000},
  doi = {10.5772/intechopen.1014000},
  booktitle = {Crowdsourcing - Innovations in Digital Collaboration},
  publisher = {IntechOpen},
  author = {Toxtli, Carlos and Delgado Solorzano, Cecilia},
  year = {2026},
  month = Feb
}

@incollection{Toxtli2026Relevance,
  title = {Relevance of Large Language Models in Latin American Education: A Systematic Review},
  author = {Toxtli, Carlos},
  editor = {Hernández Abad, Vicente Jesús and Mora Guevara, José Luis Alfredo and Palestino Escoto, Feliciano and Reyes Iriar, Gloria Margarita},
  booktitle = {Relevancia de la Inteligencia Artificial en la Educación},
  pages = {7--34},
  publisher = {Universidad Nacional Autónoma de México, Facultad de Estudios Superiores Zaragoza},
  address = {Ciudad de México},
  year = {2026},
  isbn = {978-607-642-729-3},
  url = {https://www.zaragoza.unam.mx/relevancia-ia-educacion/}
}

@book{Toxtli_Hern_ndez_2025,
  title = {Human-AI Empowerment: An Interdisciplinary Perspective},
  isbn = {9781003536628},
  url = {http://dx.doi.org/10.1201/9781003536628},
  doi = {10.1201/9781003536628},
  publisher = {Chapman and Hall/CRC},
  author = {Toxtli-Hernández, Carlos},
  year = {2025},
  month = Sept
}

@inproceedings{Panthi2025OptimizingNovel,
  title = {Optimizing Irrigation through a Novel Framework Combining Physical Processes with Model-Based Deep Reinforcement Learning},
  author = {Panthi, Krishna and Samadi, Vidya and Toxtli, Carlos},
  booktitle = {AGU Fall Meeting 2025 (AGU25)},
  year = {2025},
  note = {Conference abstract}
}

@unpublished{Venkatachalam2025Assessing,
  title = {Assessing AI-Generated Workflows: A Multi-Dimensional Evaluation Framework},
  author = {Venkatachalam, Athish and Toxtli, Carlos},
  note = {Manuscript, ResearchGate},
  year = {2025},
  month = jul,
  url = {https://www.researchgate.net/publication/393884660_Assessing_AI-Generated_Workflows_A_Multi-Dimensional_Evaluation_Framework}
}

@inproceedings{Pasam_2025,
  series = {SAC ’25},
  title = {AI-Powered Comment Triage for Efficient Collaboration and Feedback Management},
  url = {http://dx.doi.org/10.1145/3672608.3707835},
  doi = {10.1145/3672608.3707835},
  booktitle = {Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing},
  publisher = {ACM},
  author = {Pasam, Vamsi Krishna and Pati, Sravani and Toxtli Hernandez, Carlos},
  year = {2025},
  month = Mar,
  pages = {971--979},
  collection = {SAC ’25}
}

@inproceedings{Pati_2025,
  series = {WWW ’25},
  title = {Customer Journey Mapping with Multimodal Large Language Models},
  url = {http://dx.doi.org/10.1145/3701716.3717863},
  doi = {10.1145/3701716.3717863},
  booktitle = {Companion Proceedings of the ACM on Web Conference 2025},
  publisher = {ACM},
  author = {Pati, Sravani and Pasam, Vamsi Krishna and Toxtli Hernandez, Carlos},
  year = {2025},
  month = May,
  pages = {2744--2748},
  collection = {WWW ’25}
}

@inproceedings{DelgadoSolorzano2025Becoming,
  title = {AI for Becoming Fluent: Designing an App for Advanced Bilingual Speakers},
  url = {http://dx.doi.org/10.1109/CAI64502.2025.00044},
  doi = {10.1109/cai64502.2025.00044},
  booktitle = {2025 IEEE Conference on Artificial Intelligence (CAI)},
  publisher = {IEEE},
  author = {Delgado-Solorzano, Cecilia and Mendoza, Sara and Morales-Flores, Fernando and Martinez-Garcia, Jesus and Briones-Ramirez, Néstor E. and Zarazua-Rubio, Emmanuel A. and Rivera-Robles, Ventura and Rangel-Ortiz, Asis H. and Toxtli, Carlos},
  year = {2025},
  month = May,
  pages = {236--243}
}

@inproceedings{Li2025Human,
  title = {Human Oversight Over Autonomous Task Execution in Sandbox Environments},
  url = {http://dx.doi.org/10.1109/CAI64502.2025.00121},
  doi = {10.1109/cai64502.2025.00121},
  booktitle = {2025 IEEE Conference on Artificial Intelligence (CAI)},
  publisher = {IEEE},
  author = {Li, Wangfan and Venkatachalam, Athish and Bowen, Jackson and Toxtli-Hernández, Carlos},
  year = {2025},
  month = May,
  pages = {663--668}
}

@article{Guynup_2025,
  title = {Working in a Heartbeat: Considerations for AI Teammates in Search and Rescue Teams},
  volume = {69},
  issn = {2169-5067},
  url = {http://dx.doi.org/10.1177/10711813251358806},
  doi = {10.1177/10711813251358806},
  number = {1},
  journal = {Proceedings of the Human Factors and Ergonomics Society Annual Meeting},
  publisher = {SAGE Publications},
  author = {Guynup, Chase and Sawant, Sarvesh and Delgado Solorzano, Cecilia and Arnold, Emma and Poe, Andrew and Flathmann, Christopher and McNeese, Nathan and Chalil Madathil, Kapil and Toxtli Hernandez, Carlos and Gramopadhye, Anand},
  year = {2025},
  month = July,
  pages = {2108--2113}
}

@inproceedings{Delaflor_Rodrguez_2025,
  series = {IHIET-AI},
  title = {Can We Trust Them? Examining the Ethical Consistency of Large Language Models to Perturbations},
  volume = {161},
  issn = {2771-0718},
  url = {http://dx.doi.org/10.54941/ahfe1005925},
  doi = {10.54941/ahfe1005925},
  booktitle = {Human Interaction and Emerging Technologies (IHIET-AI 2025): Artificial Intelligence and Future Applications},
  publisher = {AHFE International},
  author = {Delaflor Rodrguez, Manuel and Delgado Solorzano, Cecilia and Toxtli, Carlos},
  year = {2025},
  collection = {IHIET-AI}
}

@inproceedings{Delaflor_Rodriguez_2025,
  series = {IHIET-FS},
  title = {Artificial Intelligence as Self-Instantiated, Temporally Continuous, Disturbance-Driven Adaptive World-Builder},
  volume = {196},
  issn = {2771-0718},
  url = {http://dx.doi.org/10.54941/ahfe1005955},
  doi = {10.54941/ahfe1005955},
  booktitle = {Human Interaction and Emerging Technologies (IHIET-FS 2025): Future Systems and Artificial Intelligence Applications},
  publisher = {AHFE International},
  author = {Delaflor Rodriguez, Manuel and Delgado Solorzano, Cecilia and Toxtli, Carlos},
  year = {2025},
  collection = {IHIET-FS}
}

@inproceedings{Delaflor_2025,
  series = {IHIET},
  title = {A Multi-Perspective AI Framework for Mitigating Disinformation Through Contextual Analysis and Socratic Dialogue},
  volume = {-5},
  issn = {2771-0718},
  url = {http://dx.doi.org/10.54941/ahfe1006743},
  doi = {10.54941/ahfe1006743},
  booktitle = {Human Interaction and Emerging Technologies (IHIET 2025)},
  publisher = {AHFE International},
  author = {Delaflor, Manuel and Toxtli, Carlos},
  year = {2025},
  collection = {IHIET}
}

@inproceedings{Panthi_2025,
  title = {Optimizing Irrigation for Cotton Crops using Deep Reinforcement Learning Algorithms},
  url = {http://dx.doi.org/10.5194/egusphere-egu25-14673},
  doi = {10.5194/egusphere-egu25-14673},
  publisher = {Copernicus GmbH},
  author = {Panthi, Krishna and Samadi, Vidya and Toxtli, Carlos},
  year = {2025},
  month = Mar,
  booktitle = {EGU General Assembly 2025}
}

@misc{Sleeper2025Resonant,
  doi = {10.13140/RG.2.2.16267.60963},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.16267.60963},
  author = {Sleeper, Benjamin and Toxtli, Carlos},
  language = {en},
  title = {Resonant Attractor Networks: A Dynamical Blueprint for Consciousness},
  publisher = {Unpublished},
  year = {2025},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@article{Toxtli2024Culturally,
  title = {A Culturally-Aware AI Tool for Crowdworkers: Leveraging Chronemics to Support Diverse Work Styles},
  volume = {8},
  issn = {2573-0142},
  url = {http://dx.doi.org/10.1145/3686899},
  doi = {10.1145/3686899},
  number = {CSCW2},
  journal = {Proceedings of the ACM on Human-Computer Interaction},
  publisher = {Association for Computing Machinery (ACM)},
  author = {Toxtli, Carlos and Curtis, Christopher and Savage, Saiph},
  year = {2024},
  month = Nov,
  pages = {1--34}
}

@article{Delgado_Solorzano_2024a,
  title = {A Study of LLM-Powered Student Query Support},
  volume = {9},
  issn = {2594-2352},
  url = {http://dx.doi.org/10.47756/aihc.y9i1.141},
  doi = {10.47756/aihc.y9i1.141},
  number = {1},
  journal = {Avances en Interacción Humano-Computadora},
  publisher = {Asociacion Mexicana de Interaccion humano-Computadora (AMexIHC)},
  author = {Delgado-Solorzano, Cecilia and Tzoc, Elias and Rook, Suzanne and Vinson, Christopher and Toxtli, Carlos},
  year = {2024},
  month = Nov,
  pages = {21--25}
}

@inproceedings{Panthi2024Optimizing,
  title = {Optimizing Irrigation through Deep Reinforcement Learning for Cotton Crops},
  author = {Panthi, Krishna and Samadi, Vidya and Toxtli, Carlos},
  booktitle = {AGU Fall Meeting Abstracts},
  volume = {2024},
  pages = {B01-81},
  year = {2024},
  note = {Conference abstract},
  url = {https://ui.adsabs.harvard.edu/abs/2024AGUFM.B01...81P/abstract}
}

@inproceedings{Delgado2024Assessing,
  title = {Assessing the Syllogistic Logic and Fact-Checking Capabilities of Large Language Models},
  url = {http://dx.doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics62450.2024.00094},
  doi = {10.1109/ithings-greencom-cpscom-smartdata-cybermatics62450.2024.00094},
  booktitle = {2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics},
  publisher = {IEEE},
  author = {Delgado-Solorzano, Cecilia and DelaFlor, Manuel and Toxtli, Carlos},
  year = {2024},
  month = Aug,
  pages = {479--488}
}

@misc{Li2024Leveraging,
  doi = {10.13140/RG.2.2.24382.70721},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.24382.70721},
  author = {{Wangfan Li} and Toxtli, Carlos},
  language = {en},
  title = {Leveraging Artificial Intelligence to Promote Awareness in Augmented Reality Systems},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@misc{Li2024Infusing,
  doi = {10.13140/RG.2.2.12282.71364},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.12282.71364},
  author = {{Wangfan Li} and Gendron, Claire and Toxtli, Carlos},
  language = {en},
  title = {Infusing Human Feedback into Intermediate Prompting Steps of Large Language Models},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@misc{Perera2024Assessing,
  doi = {10.13140/RG.2.2.11776.85768},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.11776.85768},
  author = {{Ravindu Perera} and {Adithya Ravi} and Toxtli, Carlos},
  language = {en},
  title = {Assessing the Task Management Capabilities of LLM-Powered Agents},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@article{Perera_2024,
  title = {AI Assistants in the Workplace: Goal-Oriented Recommendations Using LLM},
  volume = {9},
  issn = {2594-2352},
  url = {http://dx.doi.org/10.47756/aihc.y9i1.140},
  doi = {10.47756/aihc.y9i1.140},
  number = {1},
  journal = {Avances en Interacción Humano-Computadora},
  publisher = {Asociacion Mexicana de Interaccion humano-Computadora (AMexIHC)},
  author = {Perera, Ravindu and Gendron, Claire and Delgado, Cecilia and Hernández, Alberto Campos and Muñoz, Victor Rios and Rogers, Mathew and Toxtli, Carlos},
  year = {2024},
  month = Nov,
  pages = {16--20}
}

@misc{Toxtli2024Automating,
  doi = {10.13140/RG.2.2.25996.12165},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.25996.12165},
  author = {Toxtli, Carlos and {Wangfan Li}},
  language = {en},
  title = {Automating Automation: Using LLMs to Generate BPMN Workflows for Robotic Process Automation},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@inproceedings{Delgado_Solorzano_2024b,
  series = {IHIET-AI},
  title = {Expanding the Horizon of Learning Applications: A Study on the Versatility of Prompting Architectures in Large Language Models},
  issn = {2771-0718},
  url = {http://dx.doi.org/10.54941/ahfe1004606},
  doi = {10.54941/ahfe1004606},
  booktitle = {Human Interaction and Emerging Technologies (IHIET-AI 2024): Artificial Intelligence and Future Applications},
  publisher = {AHFE International},
  author = {Delgado Solorzano, Cecilia and Toxtli, Carlos},
  year = {2024},
  collection = {IHIET-AI}
}

@inproceedings{Dulam_2025,
  title = {Application of Advanced Deep Learning Models for Flood Image Processing and Semantic Segmentation},
  url = {http://dx.doi.org/10.5194/egusphere-egu24-22491},
  doi = {10.5194/egusphere-egu24-22491},
  publisher = {Copernicus GmbH},
  author = {Dulam, Sai Praneeth and Samadi, Vidya and Toxtli-Hernández, Carlos},
  year = {2024},
  month = Jan,
  booktitle = {EGU General Assembly 2024}
}

@inproceedings{Delgado2024Use,
  title = {The Use of AI-powered Language Tools in Crowdsourcing to reduce Language Barriers},
  url = {http://dx.doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics62450.2024.00110},
  doi = {10.1109/ithings-greencom-cpscom-smartdata-cybermatics62450.2024.00110},
  booktitle = {2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics},
  publisher = {IEEE},
  author = {Delgado-Solorzano, Cecilia and Toxtli, Carlos},
  year = {2024},
  month = Aug,
  pages = {601--608}
}

@misc{Delgado2024Automatic,
  doi = {10.13140/RG.2.2.29351.56483},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.29351.56483},
  author = {Delgado, Cecilia and Delaflor, Manuel and Toxtli, Carlos},
  language = {en},
  title = {Automatic Detection of Errors in LLM Large Benchmarks Using Frontier Model Consensus},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@misc{Li2024Human,
  doi = {10.13140/RG.2.2.26571.20003},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.26571.20003},
  author = {{Wangfan Li} and Toxtli, Carlos},
  language = {en},
  title = {Human Oversight Mechanisms over Autonomous Task Execution in Sandbox Environments},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@inproceedings{Delaflor_Rodrguez_2024,
  series = {IHIET-AI},
  title = {ReActIn: Infusing Human Feedback into Intermediate Prompting Steps of Large Language Model},
  volume = {120},
  issn = {2771-0718},
  url = {http://dx.doi.org/10.54941/ahfe1004597},
  doi = {10.54941/ahfe1004597},
  booktitle = {Human Interaction and Emerging Technologies (IHIET-AI 2024): Artificial Intelligence and Future Applications},
  publisher = {AHFE International},
  author = {Delaflor Rodrguez, Manuel and Toxtli, Carlos and Gendron, Claire and Li, Wangfan and Delgado Solorzano, Cecilia},
  year = {2024},
  collection = {IHIET-AI}
}

@misc{Li2024SmartMonitor,
  doi = {10.13140/RG.2.2.20165.46561},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.20165.46561},
  author = {{Wangfan Li} and {Ravindu Perara} and Gendron, Claire and Delgado-Solórzano, Cecilia and Toxtli, Carlos},
  language = {en},
  title = {SmartMonitor: Edge-Based Activity Monitoring from Visual Input},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@misc{Toxtli2024Human,
  doi = {10.48550/ARXIV.2405.15960},
  url = {https://arxiv.org/abs/2405.15960},
  author = {Toxtli, Carlos},
  keywords = {Human-Computer Interaction (cs.HC), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {Human-Centered Automation},
  publisher = {arXiv},
  year = {2024},
  copyright = {Creative Commons Attribution 4.0 International}
}

@misc{Perera2024Exploring,
  doi = {10.13140/RG.2.2.31604.36481},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.31604.36481},
  author = {{Ravindu Perera} and Toxtli, Carlos},
  language = {en},
  title = {Exploring AI-Enhanced Multi-Screen Interaction in Extended Reality Workspaces},
  publisher = {Unpublished},
  year = {2024},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@inproceedings{Das_2023,
  series = {CSCW ’23},
  title = {Conceptualizing Indigeneity in Social Computing},
  url = {http://dx.doi.org/10.1145/3584931.3611286},
  doi = {10.1145/3584931.3611286},
  booktitle = {Computer Supported Cooperative Work and Social Computing},
  publisher = {ACM},
  author = {Das, Dipto and Roy, Parboti and Toxtli, Carlos and Awori, Kagonya Awori and Vigil-Hayes, Morgan and Choudhury, Monojit and Kumar, Neha and Ahmed, Syed Ishtiaque and Semaan, Bryan},
  year = {2023},
  month = Oct,
  pages = {501--505},
  collection = {CSCW ’23}
}

@inbook{Toxtli_2023,
  title = {Designing AI Tools to Address Power Imbalances in Digital Labor Platforms},
  isbn = {9783031316425},
  issn = {2524-4477},
  url = {http://dx.doi.org/10.1007/978-3-031-31642-5_9},
  doi = {10.1007/978-3-031-31642-5_9},
  booktitle = {Torn Many Ways},
  publisher = {Springer International Publishing},
  author = {Toxtli, Carlos and Savage, Saiph},
  year = {2023},
  pages = {121--137}
}

@misc{Delgado2023Evaluating,
  doi = {10.13140/RG.2.2.30617.39520},
  url = {https://www.researchgate.net/doi/10.13140/RG.2.2.30617.39520},
  author = {Delgado, Cecilia and Toxtli, Carlos},
  language = {en},
  title = {Evaluating Machine Perception of Indigeneity: An Analysis of ChatGPT's Perceptions of Indigenous Roles in Diverse Scenarios},
  publisher = {Unpublished},
  year = {2023},
  howpublished = {Preprint, ResearchGate},
  note = {Preprint}
}

@article{Shapiro2023Conceptual,
  doi = {10.48550/ARXIV.2310.06775},
  url = {https://arxiv.org/abs/2310.06775},
  author = {Shapiro, David and Li, Wangfan and Delaflor, Manuel and Toxtli, Carlos},
  keywords = {Human-Computer Interaction (cs.HC), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences, H.4.0},
  title = {Conceptual Framework for Autonomous Cognitive Entities},
  publisher = {arXiv},
  year = {2023},
  copyright = {Creative Commons Attribution 4.0 International}
}