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AGI Enabled Solutions For IoX Layers Bottlenecks In Cyber-Physical-Social-Thinking Space

arXiv 2506.22487 ↗First posted 24 Jun 2025cs.NI cs.AIcited by 0

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Abstract (arXiv)

The integration of the Internet of Everything (IoX) and Artificial General Intelligence (AGI) has given rise to a transformative paradigm aimed at addressing critical bottlenecks across sensing, network, and application layers in Cyber-Physical-Social Thinking (CPST) ecosystems. In this survey, we provide a systematic and comprehensive review of AGI-enhanced IoX research, focusing on three key components: sensing-layer data management, network-layer protocol optimization, and application-layer decision-making frameworks. Specifically, this survey explores how AGI can mitigate IoX bottlenecks challenges by leveraging adaptive sensor fusion, edge preprocessing, and selective attention mechanisms at the sensing layer, while resolving network-layer issues such as protocol heterogeneity and dynamic spectrum management, neuro-symbolic reasoning, active inference, and causal reasoning, Furthermore, the survey examines AGI-enabled frameworks for managing identity and relationship explosion. Key findings suggest that AGI-driven strategies, such as adaptive sensor fusion, edge preprocessing, and semantic modeling, offer novel solutions to sensing-layer data overload, network-layer protocol heterogeneity, and application-layer identity explosion. The survey underscores the importance of cross-layer integration, quantum-enabled communication, and ethical governance frameworks for future AGI-enabled IoX systems. Finally, the survey identifies unresolved challenges, such as computational requirements, scalability, and real-world validation, calling for further research to fully realize AGI's potential in addressing IoX bottlenecks. we believe AGI-enhanced IoX is emerging as a critical research field at the intersection of interconnected systems and advanced AI.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 23 of its 101 references that are in the map. First posted on arXiv 24 Jun 2025.

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23 of 101 references.

References · 23

  1. 2024Interactive AI with Retrieval-Augmented Generation for Next Generation Networkingcited by 34
  2. 2024Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6Gcited by 31
  3. 2022Designing Ecosystems of Intelligence from First Principlescited by 23
  4. 2023Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networkscited by 16
  5. 2024GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoningcited by 13
  6. 2024AI-native Memory: A Pathway from LLMs Towards AGIcited by 12
  7. 2024When IoT Meet LLMs: Applications and Challengescited by 11
  8. 2023Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiencescited by 10
  9. 2021IoT-Enabled Social Relationships Meet Artificial Social Intelligencecited by 8
  10. 2022Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Networkcited by 8
  11. 2023AGI: Artificial General Intelligence for Educationcited by 7
  12. 2024Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Surveycited by 6
11 more
  1. 2025Towards smart and adaptive agents for active sensing on edge devicescited by 5
  2. 2022The Internet of Senses: Building on Semantic Communications and Edge Intelligencecited by 4
  3. 2024Autonomous Crowdsensing: Operating and Organizing Crowdsensing for Sensing Automationcited by 3
  4. 2024CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent Systemcited by 3
  5. 2016Learning How to Communicate in the Internet of Things: Finite Resources and Heterogeneitycited by 2
  6. 2024Reconfigurable Intelligent Surface for Internet of Robotic Thingscited by 2
  7. 2025FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVscited by 2
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  9. 2018Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networkscited by 1
  10. 2021A Tutorial of Cyber-Syndrome viewed from Cyber-Physical-Social-Thinking Space and Maslow's Hierarchy of Needscited by 1
  11. 2022CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operationscited by 1

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