“Do robots have a race problem?
Not all scholars agree.”

[Article] As humanoid robots enter the real world, new studies suggest that people project human racial biases onto them—but the research is divided on whether those biases persist outside the lab and in real-world interactions.
Lionel Obadia, member of AS3 “Decision, learning and social interaction“, as well as international scholars in robotics have been interviewed about this topic.
Find out more
Access to the article of the journal Scientific American, 8 April 2026
Access to the dedicated paper in Journal on Multimodal User Interfaces, 5 February 2026
Other News
Cable-Driven Parallel Robots
Hanbang Gao, Christine Chevallereau and Stéfane Caro, both members of the AS1 project, are working to improve safety in collaborative cable-driven parallel robots. Their research has been published in the IEEE T-ASE journal (Transactions on Automation Science and Engineering).
18 February 2026
AS1 robotic and artistic work
The AS1 project is pleased to share with you the robotic and artistic work called "Claviiiiiier, Prototype #1"
20 February 2026
International Collaboration PEPR O2R – Singapore
Kick-off meeting for the international 4-year project "Embodied AI" with Singapore, inluding projects from PEPR O2R and PEPR Robotics.
16 March 2026