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Geopolitical Parallax: Beyond Walter Lippmann Just After Large Language Models
Mehmet Can Yavuz, Humza Gohar Kabir, Aylin \"Ozkan
https://arxiv.org/abs/2508.19492 https://

Geopolitical Parallax: Beyond Walter Lippmann Just After Large Language Models
Objectivity in journalism has long been contested, oscillating between ideals of neutral, fact-based reporting and the inevitability of subjective framing. With the advent of large language models (LLMs), these tensions are now mediated by algorithmic systems whose training data and design choices may themselves embed cultural or ideological biases. This study investigates geopolitical parallax-systematic divergence in news quality and subjectivity assessments-by comparing article-level embeddi…