Author

Md. Zahidul Islam Rakib

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Open access Sep 2026

Explaining Divergent Artificial Intelligence Readiness in ‎South Asia: A Comparative Study of India and Bangladesh

The study proposes that institutional capacity, policy ‎coherence, technological ecosystems and human capital development are emerging as the key enablers of India’s edge early policy implementation, strong public-private partnerships ‎and a strong and established innovation ecosystem.

Md. Hasan Al Azad, M. Rakib, Sadia Sharmin Chhanda et al. · International Journal of Pol... · 0 citations

#artificial intelligence Preprint Mar 2026

Spec-Harness: Measuring and Improving Behavioral Adequacy of LLM-Synthesized Formal Specifications

Comparisons of classical and prompt-based JML synthesis approaches are compared, and it is found that prompt optimization through verification feedback raises pass rates but reaches a clear ceiling, and Spec-Harness is introduced, a framework that measures the behavioral adequacy of a specification along four dimension...

M. Rakib, Hossain Misu, IrisMa et al. · 3 citations