AI-Influence & Violence Risk Screening Questionnaire

Artificial Intelligence (AI) is now touching every aspect of life, and like most emerging technologies, holds the potential for both great good and adverse consequences that may result in harm. AI can enhance behavioral risks, including AI addiction and dependence, cognitive atrophy, suicide risk, and targeted violence.

Several targeted violence cases have demonstrated how AI can influence, even assist a threat actor, in planning and executing an attack. The rapid integration of artificial intelligence into daily life has fundamentally altered the threat landscape, and can accelerate progression towards violence, as well as fuel grievances and violent ideations in ways that traditional behavioral threat assessment models are not fully equipped to capture. As individuals increasingly form deep, and possibly pathological relationships with generative AI or mobilize around emerging anti-AI ideologies, threat assessment professionals face a critical visibility gap. Traditional screening tools often overlook the nuanced ways AI can move a threat actor onto and along the pathway to violence,  leaving security teams vulnerable to blind spots in workplace violence and targeted attack prevention.

Brought to you by our friends at Behavioral Science Applications, LLC, the AI-Influence & Violence Risk Screening Questionnaire directly bridges this operational gap by providing an objective, structured framework to evaluate these emerging vectors of risk. The AI-Influence & Violence Risk Screening Questionnaire is an auxiliary triage and investigative tool designed to help threat assessment and security professionals systematically and consistently evaluate how an individual’s interaction with generative artificial intelligence (e.g., advanced chatbots, virtual companions, custom personas, text/content generators) may disrupt, amplify, or accelerate progression along the pathway to targeted violence and/or self-harm.

Designed specifically for security, threat management, and human resources professionals, this specialized tool helps systematically identify whether an individual’s worldview is being actively distorted by automated platforms, or if they are escalating along a pathway to violence driven by anti-tech grievances. By standardizing the evaluation of AI-related threat indicators, the questionnaire empowers your threat assessors to move from uncertainty to actionable, proactive intervention, ensuring behavioral threat management protocols remain as sophisticated as the threats they are built to mitigate.

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The AI Influence & Violence Risk Screening Questionnaire AI-VR-SQ was developed to help threat assessment and security professionals incorporate the potential influence of artificial intelligence (AI) into violence risk assessments (self-harm and/or targeted violence). This framework is theoretical, based on emerging operational research, and has not yet been empirically validated. It is intended solely to assist in gathering, structuring, and organizing behavioral information and should supplement—not supplant—established, validated threat assessment methodologies. Risk categories and thresholds are provisional and subject to adjustment pending future empirical studies.

Using the AI-VR-SQ

The AI Influence & Violence Risk Screening Questionnaire is a 41-question assessment battery designed to help threat assessors and others involved in violence prevention collect, organize and analyze information about an individual’s use of AI and better understand how their behavior and cognition may be affected, particularly in ways that apply to violence risk. The Questionnaire queries three interrelated domains:

Section 1: Escapism, Dependency, & Behavioral Displacement

Section 2: Sychophancy, Delusional Fusion & Tactical Operationalization

Section 3: Anti-Technology Ideology & Extremist Grievances

Today a defensible threat assessment process must include inquiry into a person of concern’s use of AI and how that use may influence violence risk. The AI-VR-SQ helps users address this concern and demonstrate that they have adequately evaluated AI-influenced violence risk. In this rapidly evolving environment, no threat assessment is complete without exploration of AI-influence. Using the AI-VR-SQ  provides a framework for consistent evaluation of AI-influenced violence risk. No team should be without this tool.

The AI-VR-SQ package 

The package includes the AI-VR-SQ, the User’s Guide, and a 52-minute training video that provides a deep dive into the mental health and behavioral concerns associated with AI-influenced violence risk, cognitive debt, anti-AI violent ideologies, and other risk enhancers. The cost for the package is $205.00

Individual and team training can be arranged upon request by emailing info@behavioralscienceapps.com.

The AI-VR-SQ is a product of Behavioral Science Applications LLC.

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