A Hybrid Neuro-Symbolic Artificial Intelligence Architecture for Context-Aware Reasoning and Automated Knowledge Discovery. Avyukta Journal of Management and Social Sciences, v. 10, n. 02, p. 19–26, 30 Jun.2025.