2026
Position: Modular Safety Guardrails Are Necessary for Foundation-Model-Enabled Robots in the Real World
ICML 2026poster
The integration of foundation models (FMs) into robotics has accelerated real-world deployment, while introducing new safety challenges arising from open-ended semantic reasoning and embodied physical action. These challenges require safety notions beyond physical constraint satisfaction. In this po…