Human interfaces to AI
a13x.io
What I research
Papers
Recent work on visualization, human-computer interaction, and machine learning evaluation.
Intentmaking and Sensemaking: Human Interaction with AI-Guided Mathematical Discovery
Alex Bäuerle, Adam Connors, Alexander Novikov, Adam Zsolt Wagner, Ngân Vũ, Fernanda Viegas, Martin Wattenberg, Lucas Dixon
Cell Painting for cytotoxicity and mode-of-action analysis in primary human hepatocytes
Jessica D Ewald, Katherine L Titterton, Alex Bäuerle, Alex Beatson, Daniil A Boiko, Ángel A Cabrera, Jaime Cheah, Beth A Cimini, Bram L Gorissen, Joshua Harrill, Thouis R Jones, Konrad J Karczewski, Christine E Crute, David Rouquie, Srijit Seal, Erin Weisbart, Brandon White, Anne E Carpenter, Shantanu Singh
Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images
Daniel Wolf, Heiko Hillenhagen, Billurvan Taskin, Alex Bäuerle, Meinrad Beer, Michael Götz, Timo Ropinski
What I build
Systems
A small sample of things that try to make ML a bit more inspectable, usable, and fair.
Net2Vis
VIS · AI · toolAutomatically generating CNN architecture diagrams for papers.
VegaProf
VIS · systemsProfiling Vega specs to help engineers see where visualizations are slow.
Symphony
HCI · AI · CHIComposable ML interfaces for teams to inspect models together.
Zeno
eval · AI · toolA workbench for slicing, probing, and debugging ML models.
visPositions
communityJob board for VIS and HCI that is actually made for researchers.
endoftext
agents · productPlayground for treating prompt engineering as real UX, not guesswork.
What I think
Field Notes
Essays and opinionated takes from working where visualization, HCI, and AI meet.
A simple web-app for posting and finding jobs in the VIS and HCI community.
A short post about the state of the world, how I microdose myself with happiness, and why I think you should, too.
Aery brief recap of interesting HCI for AI in 2024 and my opinionated thoughts and predctions for the role of HCI for AI in 2025.