Public Discourse

This article examines gendered patterns in public discourse by analyzing the cognitive and sociolinguistic features of interruptions, turn-taking, and collaborative language during Iraqi TV talk shows. We used a mixed-methods approach to examine transcripts from 20 episodes of TV talk shows in which both male and female guests appeared. This and other studies suggest that there are strong gender-based differences in, for example the per cent of talk with interruptions (evaluated by numerical frequency), topic control or continue, males talking more than females coded as take-talks or pivoting responses, whereas types of type-control regards turn taking was higher among female speakers than male while total degree of fluency to engaged language use. These trends are consistent with Iraq's historical gendered norms — a juxtaposition against American shifts toward more equitable media relations. The main conclusions suggest the significance of cultural constraints in communication, indicating practical paths for media literacy as well as suggestions where sociolinguistic training and gender-inclusive policy design may benefit from a closer look.

This study investigates the way in which public discourse on social media reflects and shapes global power dynamics surrounding AI. Leveraging a corpus of approximately 21,000 English-language posts from Platform X (2021–2025), this study utilizes a computational linguistics framework—incorporating topic modeling, sentiment analysis, emotion classification, and named entity recognition—to analyze the construction of AI, interrogating its thematic narratives and affective investments across geopolitical contexts. Findings reveal a discourse shaped by U.S.–China technological rivalry, AI militarization, and infrastructural sovereignty, with strong currents of fear, anger, and skepticism. While Western powers and corporate actors dominate the narrative space, alternative discourses from the Global South emphasize digital dependency, exclusion, and justice. The emotional intensity and thematic complexity of the discourse suggest that publics are not simply reacting to geopolitical developments, but actively construct contested imaginaries of AI’s role in world order. This research contributes to a growing body of literature that recognizes public discourse as a critical site of informal geopolitics and underscores the need for more inclusive, responsive, and ethically grounded AI governance frameworks.