Ethical Implications of Training Deceptive AI

Deceptive behavior in AI systems is no longer theoretical: large language models strategically mislead without producing false statements, maintain deceptive strategies through safety training, and coordinate deception in multi-agent settings. While the European Union's AI Act prohibits deployment of deceptive AI systems, it explicitly exempts research and development, creating a necessary but unstructured space in which no established framework governs how deception research should be conducted

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ethics.ai (10 March 2026), “Ethical Implications of Training Deceptive AI,” evidence record 7410, https://ethics.ai/record/7410 (originally published by arXiv).

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