Ismail, Saidatul Akmar, Wan Satirah Wan Md Saman, Abdul Rahman Ahmad, Ahmad Zam Hariro Samsudin, Saiful Farik Mat Yatin, and Wan Ainol Mursyida Ahmad Tarmizi. 2026. “Preparing Ai-Ready Information Science Graduates: Extending Foi-Aimil Through Reciprocal Experiential Benchmarking and The Ai Ml Information Lifecycle”. International Journal of Artificial Intelligence and Machine Learning 6 (9s):1234-47. https://doi.org/10.51483/IJAIML.6.9s.2026.1234-1247.