Humanoid Guide on the floor at ERF 2026

Hands, foundation models, and the road ahead Conversations with leading humanoid companies reveal a field accelerating rapidly – but still navigating real constraints.

STAVANGER – The European Robotics Forum 2026 brought the global robotics community to the Norwegian coast this week, and Humanoid Guide was there on the floor – speaking directly with engineers, founders, and business leads from some of the industry’s most active players.

The consensus from the floor was cautiously optimistic. Hardware has matured considerably, but the path to general-purpose deployment remains constrained by data availability, policy frameworks, and the engineering complexity of real-world environments. Several interlocutors pointed to supply chain fragility and the high cost of actuator systems as near-term friction points.

Two themes emerged as defining the current moment. First, dexterous hands – long treated as a solved-enough problem – are back at the center of R&D investment. Companies are racing toward manipulation capabilities that go beyond pick-and-place into fine motor tasks, with force sensing and tactile feedback gaining significant attention.

Second, foundation models for embodied AI were discussed extensively, with growing recognition that the next leap in robot generalization will come not from task-specific programming but from large-scale trained models capable of understanding context, instructions, and physical consequence. Several companies confirmed active programs in this space.

For Humanoid Guide, ERF 2026 reinforced what the platform tracks daily: this is an industry in genuine transition, moving from proof-of-concept to early deployment – and the conversations happening in Stavanger this week will shape where it goes next.