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Generative AI to enhance situational awareness and collaboration: A co-worker for tech support in enterprise environments.

Karaca, Y., Sarsar, G., Dogan, H. and Giff, S., 2025. Generative AI to enhance situational awareness and collaboration: A co-worker for tech support in enterprise environments. In: 2025 IEEE Conference on Artificial Intelligence (CAI). IEEE, 1324-1331.

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DOI: 10.1109/CAI64502.2025.00250

Abstract

Generative AI (GenAl) is revolutionizing enterprise operations by enhancing Situational Awareness (SA) and decision-making. This paper integrates insights from the OODA Loop and the Agent Teaming Situation Awareness (ATSA) framework to explore human-AI team (HAT) collaboration in tech support. Key themes include Shared Situational Awareness (SSA), Shared Mental Models (SMMs), Belief-Desire-Intention (BDI), and Explainable AI (XAI). Emphasizing trust and transparency, the paper proposes a hybrid system to address challenges in achieving trust in AI systems. Findings demonstrate how GenAl improves productivity while fostering adaptability and trust in dynamic enterprise environments.

Item Type:Book Section
ISBN:9798331524012
Group:Faculty of Media, Science and Technology
ID Code:41357
Deposited By: Symplectic RT2
Deposited On:10 Mar 2026 15:00
Last Modified:10 Mar 2026 15:00

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