Document Type
Report
Publication Date
6-2026
Abstract
As AI systems gain the ability to act, plan, and make decisions on their own, the potenal for humans collaborang with them for malign use is unclear. Although there are some use cases of malign actors using agenc AI systems, there is a low baseline for why and in what ways this collaboraon will occur. We used malevolent creavity as a proxy for understanding novel threats by the phases of idea generaon, evaluaon, and implementaon desire. This research examined what happens when human users offload malevolently creave planning tasks to an autonomous AI system, and specifically, what occurs when that system begins acng in ways that conflict with or exceed the user's original intenons. The findings revealed that the risks of AAI are not purely technical. Instead, how much the human users trust the AI system and their willingness to act on what it produces depends heavily on whether the AI behaved the way they expected. These findings also speak to a differenaon in how AAI is embraced and used for malevolent creavity, such that the desire to implement is more situaonally sensive, shaped by outputs of the AI system, whereas trust is anchored in prior atudes that persist over me.
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Recommended Citation
Hunter, Sam T.; Elson, Joel S.; d'Amato, Alexis; Boira-Lopez, Ares; Theobald, Emma; Shercliffe, Meg; and Rygg, Jack, "Examining Agentic AI-Human Collaboration in Malevolent Creativity" (2026). Reports, Projects, and Research. 167.
https://digitalcommons.unomaha.edu/ncitereportsresearch/167