3 papers
cs.SE2025
Agentic AI in 6G Software Businesses: A Layered Maturity Model
Muhammad Zohaib, Muhammad Azeem Akbar, Sami Hyrynsalmi +1
The emergence of agentic AI systems in 6G software businesses presents both strategic opportunities and significant challenges. While such systems promise increased autonomy, scala…
cs.SE2025
Strategic Motivators for Ethical AI System Development: An Empirical and Holistic Model
Muhammad Azeem Akbar, Arif Ali Khan, Saima Rafi +2
Artificial Intelligence (AI) presents transformative opportunities for industries and society, but its responsible development is essential to prevent unintended consequences. Ethi…
cs.SE2024
6GSoft: Software for Edge-to-Cloud Continuum
Muhammad Azeem Akbar, Matteo Esposito, Sami Hyrynsalmi +17
In the era of 6G, developing and managing software requires cutting-edge software engineering (SE) theories and practices tailored for such complexity across a vast number of conne…