2 papers
cs.NI2026
Distributed Quantum-Assisted Robust AoII Minimization in Satellite-Ground Integrated Edge Networks
Mohammad~Arif~Hossain, Mohammad Arif Hossain, Tanzimul Alam Fahim +5
Mission-critical edge applications in 6G-and-beyond networks, such as autonomous systems, disaster response, and infrastructure monitoring, require that the edge decision-maker's e…
cs.AI2026
The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements
Md Jafrin Hossain, Mohammad Arif Hossain, Weiqi Liu +1
Agentic large language model systems that autonomously invoke tools, maintain persistent memory, and execute multi-step plans are increasingly deployed in public-facing domains, in…