LOUCIF, H. . . Guardians of Truth in Algerian Academia: Developing Ethical AI Frameworks for Multilingual Hypothesis-Driven Research. JAAS 2026, 9 (30), 62-77. https://doi.org/10.63939/JAAS.2026-Vol9.N30.62-77.