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AI Standards for Global Impact: From Governance to Action






                       Box 6: ITU standardization activities on embodied AI

                       ITU-T Study Group 21                                                                         Part 3: Future AI
                       ITU-T SG21 is actively developing standards that shape the foundations and evaluation
                       of Embodied Artificial Intelligence (EAI).

                       Two following core work items directly target EAI by defining system capabilities
                       (perception, decision-making, action, and interaction) and establishing standardized
                       benchmarking frameworks:
                       •    F�RF-EAI (Requirements and framework for embodied artificial intelligence
                            systems);
                       •    F�EAI-AC-BK (Assessment criteria for Embodied Artificial Intelligence system:
                            Benchmark).

                       The following approved ITU-T Recommendation contributes to embodied AI interaction
                       scenarios:

                       •    F�746�9 (Requirements and architecture for indoor conversational robot system).
                       The following complementary efforts address enabling technologies. These introduce
                       evaluation methods for foundation models, including aspects of visual embodied
                       intelligence and multimodal reasoning critical to Embodied AI:

                       •    H�FDM-AC-Gen (Assessment criteria for foundation models: General);
                       •    H�FDM-AC-V (Assessment criteria for foundation models: Vision).

                       Domain-specific applications are being studied in F.MTTIR, which operationalizes
                       embodied perception-action loops in inspection contexts for safety and efficiency:

                       •    F�MTTIR (Requirements and framework of computer vision and audition-based
                            transportation tunnel inspection robotic systems).

                       Additionally, SG21 is advancing ontology-based standards to enable context
                       modelling and interaction in intelligent spaces, supporting adaptive and interactive
                       EAI deployments:
                       •    F�DCOR-reqs: (Requirements for construction of ontologies knowledge base for
                            household service robots in intelligent spaces)
                       •    F�DCHE-Reqs: (Requirements for construction of ontology knowledge base of
                            home environment for robot interaction in intelligent space)
                       •    F�DCHU: (Requirements for construction of home user profile ontology
                            knowledge base for robot interaction in intelligent space)

                       Collectively, these initiatives position SG21 as a key driver in defining requirements,
                       benchmarks, and enabling ecosystems for embodied intelligence.















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