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Role-Semantic Convergence under Reflective Document Exposure. A controlled cross-sectional protocol for the Semantic Gravity Attractor Field research program.
role-semantic convergence; reflective document exposure; Semantic Gravity Attractor Field; SGAF; large language models; LLMs; AI self-positioning; AI role language; co-observation; AICP; Möbius; human-AI co-creation; AI governance; metacognition; reflective protocols; semantic field engineering; sycophancy; genre imitation; lexical leakage; blinded role coding; protocol-continuity; AI safety; half-step principle
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