A rapid review applies operationalized criteria to separate Agentic AI from conventional machine learning for SDG 11 and SDG 13, revealing a field growing sharply since 2023, clustered in a few urban and climate domains, with almost no validated cross-domain deployment.
Toqeer Ali Syed, Ali Akarma, M. Naqash et al.· Sustainability· 10 citations
This paper presents MetaBlind, an architecture that distributes nonvisual access across eight specialized agents, spanning perception, navigation, social and object interaction, communication, safety and trust, memory, and personalization, and that places an Accessibility Orchestrator between those agents and the user.
Toqeer Ali Syed, Ali Akarma, Adeel Ahmad et al.· 0 citations
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