Téo Sanchez

teo-sanchez-lecture.jpg
Photo by Tanja Huber
teo [dot] sanchez [at] lmu [dot] de

I am a postdoctoral researcher specializing in human-AI interaction. I am a Marie-Skłodowska Curie (MSCA) fellow at the Munich Interactive Intelligence Initiative (MI3) at LMU, university of Munich, working with Prof. Ophelia Deroy. My project will investigate How does human agency shape machine learning understanding?

My primary research focus is on understanding how people comprehend and can interact with AI systems. I am interested in designing both inclusive and reflective interactions with machine learning systems.

Second, I study communities of practice that develop around AI technology in the creative and cultural industries. This thread of research spans from the study of early artists that incorporated AI in their practice in the latter half of 2010s, to the recent recreative and online communities centered on text-to-image generation.


📰 News

Dec 1, 2026 🥳 Our paper, Mental Models in Human-AI Interaction: Systematic Review of Empirical Methodologies and Guidelines, co-authored with Oleksandra Vereschak and Ophelia Deroy, has been accepted to IUI 2026, which will take place in Paphos, Cyprus, on March 23–26. The preprint is now publicly available. This marks an important milestone for the HAMLU project and reflects a highly productive collaboration!
Jan 1, 2026 🎉 Our paper Artists on a Decade of AI Evolution: An Interview Study of Affordances, Culture, and Artistic Practice with Machine Learning, conducted with Mariya Dhzimova, Stacy Hsueh, Sarah Fdili Alaoui, Vaynee Vereschak, and Baptiste Caramiaux, has been accepted for publication at the CHI 2026 conference, to be held in Barcelona, Spain, on April 13-17, 2026. The pre-print of the paper is coming soon.
Dec 12, 2025 ⛰️ Our paper Exploring people’s testing strategies in ML-based image classification, conducted with Fani-Marina Kalamara, Simone Stumpf and Baptiste Caramiaux, has been accepted for publication at the AlpCHI 2026 conference, to be held in Ascona, Switzerland, on March 1-5, 2026. Looking forward to presenting our work amidst the stunning backdrop of the Alps!
Nov 16, 2025 🎬 I’ll give a talk at the Festival of Future Storytellers 2025, at the University of Television and Film Munich on the 21st of November 2025. I look forward to engage with movie makers and storytellers and share my perspective on the history of AI and human-computer interaction.
Jun 17, 2025 I will be presenting our work on Exploring people’s testing strategies in ML-based image classification, conducted with Fani-Marina Kalamara, Simone Stumpf and Baptiste Caramiaux at the Workshop on Engineering Interactive Systems Embedding AI Technologies (EISEAIT) in Trier, on June 24th 2025. Looking forward to sharing our work and discussing with the community!

📄 Selected publications

  1. Mental Models in Human-AI Interaction: Systematic Review of Empirical Methodologies and Guidelines
    Téo Sanchez, Oleksandra Vereschak, and Ophelia Deroy
    In 31st International Conference on Intelligent User Interfaces (IUI ’26), 2026
  2. Artistic practices, Interviews with artists, Artificial intelligence, Machine learning, Computer-mediated creativity
    Téo Sanchez, Mariya Dzihmova, Stacy Hsueh, Sarah Fdili Alaoui, Vaynee Sungeelee, and Baptiste Caramiaux
    In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI ’26), 2026
  3. Exploring people’s testing strategies in ML-based image classification
    Téo Sanchez, Fani-Marina Kalamara, Simone Stumpf, and Baptiste Caramiaux
    In 1st International Conference on Human-Computer Interaction in the Alps (AlpCHI 2026), March 01–05, 2026, Ascona, Switzerland., 2026
  4. Comparing Teaching Strategies of a Machine Learning-based Prosthetic Arm
    Vaynee Sungeelee, Téo Sanchez, Nathanaël Jarrassé, and Baptiste Caramiaux
    In Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
  5. C&C
    Examining the Text-to-Image Community of Practice: Why and How do People Prompt Generative AIs?
    Téo Sanchez
    In Proceedings of the 15th Conference on Creativity and Cognition, 2023
  6. Interactive Machine Teaching with and for Novices
    Téo Sanchez
    Université Paris-Saclay, 2022
    🏆 Best dissertation award 2022 from the AFIHM
  7. Deep Learning Uncertainty in Machine Teaching
    Téo Sanchez, Baptiste Caramiaux, Pierre Thiel, and Wendy Mackay
    In IUI 2022-27th Annual Conference on Intelligent User Interfaces, 2022
    🏆 Best paper award
  8. How do People Train a Machine? Strategies and (Mis) Understandings
    Téo Sanchez, Baptiste Caramiaux, Jules Françoise, Frédéric Bevilacqua, and Wendy Mackay
    In CSCW 2021-The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing, 2021
  9. Marcelle: Composing Interactive Machine Learning Workflows and Interfaces
    Jules Françoise, Baptiste Caramiaux, and Téo Sanchez
    In Annual ACM Symposium on User Interface Software and Technology (UIST’21), 2021