mlsanityData to 14 Oct 2026

"Think First, Verify Always": Training Humans to Face AI Risks

arXiv 2508.03714 ↗First posted 23 Jul 2025cs.HC cs.AI cs.CRcited by 2

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Abstract (arXiv)

Artificial intelligence enables unprecedented attacks on human cognition, yet cybersecurity remains predominantly device-centric. This paper introduces the "Think First, Verify Always" (TFVA) protocol, which repositions humans as 'Firewall Zero', the first line of defense against AI-enabled threats. The protocol is grounded in five operational principles: Awareness, Integrity, Judgment, Ethical Responsibility, and Transparency (AIJET). A randomized controlled trial (n=151) demonstrated that a minimal 3-minute intervention produced statistically significant improvements in cognitive security task performance, with participants showing an absolute +7.87% gains compared to controls. These results suggest that brief, principles-based training can rapidly enhance human resilience against AI-driven cognitive manipulation. We recommend that GenAI platforms embed "Think First, Verify Always" as a standard prompt, replacing passive warnings with actionable protocols to enhance trustworthy and ethical AI use. By bridging the gap between technical cybersecurity and human factors, the TFVA protocol establishes human-empowered security as a vital component of trustworthy AI systems.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 1 of its 17 references that are in the map. First posted on arXiv 23 Jul 2025.

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1 of 17 references.

References · 1

  1. 2022Discovering Language Model Behaviors with Model-Written Evaluationscited by 836

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Citing papers per year: 2025: 2.

2 papers.