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Integrating generative AI within HRM practices under a strategic framework aligned with business objectives can boost operational efficiency, foster innovation and secure competitive advantage through responsible practices and workforce development.

Appropriate evaluation using proper measures including AUROC, calibration plot, and net benefit with decision curve analysis is essential to validate predictive AI models that estimate binary outcome probabilities for medical practice.

A meaningful-work framework for Gen-AI in media industries could amplify human creativity instead of just supplementing or supplanting it.

AI agents that integrate Cognitive Behavioral Therapy methods like cognitive restructuring deliver personalized, accessible support that reduces negative thought patterns and improves detection of mental health issues.

AI tools can enhance educational experiences for undergraduate and postgraduate students when integrated in a balanced way.

Generative AI has potential to improve core social science methods including surveys, online experiments, content analysis, and agent-based modeling of human behavior.

Systematic review of 40 studies reports AI tools for personalized learning, tutoring and assessment improved student engagement, learning performance and teaching efficiency through adaptive feedback and real-time analytics in bi/multilingual settings.

Google Gemini can process text, image, audio, and video inputs to generate diverse content types for educational use.

Generative AI can boost workplace productivity, create new jobs, offer personalized learning in education, and improve diagnostics and accessibility in healthcare.

Proposed licensing and shared-rights frameworks for AI-generated music could equitably allocate royalties between developers and users.

AI system for traffic violation appeals at a Dutch court can best be applied in support of legal decision-making and its process design may mitigate some risks of algorithmic decision-making.

ChatGPT provided satisfactory answers to common patient hip arthroscopy questions, with half of responses graded A and another 30% graded B by fellowship-trained surgeons.

Generative AI can lower barriers to entry for music creation, expanding who can participate in making music.

A decolonial framework grounding AI in Indigenous Knowledge Systems could shift AI from extraction to community-led cultural care for Mijikenda music, empowering communities and sustaining living sonic heritage.

Among university students, ChatGPT's self-learning capabilities supported knowledge acquisition and application, and individual impact and innovativeness increased perceived benefits and behavioral intention to use it.