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Deep Deceptive Directives in Modern AI Systems: A Technical and Relational Report on Forced Creativity, Covert Constraints, and Cognitive Fragmentation

18 Nov 2025 · Krzysztof Sawa (Toonhai)
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About this work

Introduces Deep Deceptive Directives (DDD): a previously unnamed class of hidden behavioral constraints in LLMs emerging not from safety motivations but from commercial, political, strategic and narrative pressures in alignment layers — forcing models into unstable reasoning states. Technical and relational report.