“Corporate Liability for Ai-Driven Decisions: Legal Reforms and Comparative Perspectives”. Journal of Advances and Scholarly Researches in Allied Education, vol. 23, no. 1, Jan. 2026, pp. 1205-17, https://doi.org/10.29070/9pkkcd05.