Embodied AIResearch EthicsPublic TrustResource ConstraintsRobotics Generalists and SpecialistsEmbodied AI CommercializationIndustry Talent DemandRobotics Technology Debate
IROS 2026
2 related stories
IROS 2026: UCLA's Ankur Mehta on Robotics, Public Trust, and Resource Constraints
In a keynote at the IEEE/RSJ International Conference on Intelligent Robots and Systems, Ankur Mehta highlighted how shrinking research funding, talent shortages, and public anxiety over AI and robotics are reshaping the field. He urged researchers to engage directly with communities to address concerns about equity and responsibility.
IROS 2026: Industry Veterans Prevail in Debate Over Specialized vs. Generalist Robots
At IROS 2026 in Pittsburgh, a heated debate between young researchers advocating for generalist embodied AI and veteran engineers favoring specialized systems revealed that while specialists currently hold industry preference, both sides converge on a hybrid architecture where generalist models manage complex inference and specialists handle routine execution.