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- Health & MedicineOpen access
Trustworthy AI for Transformative Healthcare: Experience from Four European Innovation Projects
This white paper synthesises insights and experiences from four EU-funded Horizon Europe projects, SmartCHANGE, AI-PROGNOSIS, TRUSTroke, and UMBRELLA, united by a shared focus on trustworthy artificial intelligence in healthcare. Published by the StayHealthy Cluster in September...
- Engineering & TechnologyOpen access
Restoring the Right Stream: Training-Free OOD Robustness for Vision–Language–Action Policies
Vision–Language–Action (VLA) policies remain brittle under modest distribution shift. On LIBERO-Plus, contemporary models that solve clean tasks at high rates can fall below 30% success when the camera’s viewpoint or the robot’s initial pose is perturbed. Most training-free test-...