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Agneza Krajna

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Preprint Jul 2026

Auditing Alignment Controllability in LLMs via Political Axes

A dispersion-first stress test of prompt-based controllability across 12 ideological personas plus an unsteered baseline, 70 Political Compass items, ten replicates, and seven leading LLMs: GPT-5, Claude, Grok, Gemini, DeepSeek, Kimi, and Qwen.

Bartol Bućan, Nikola Sočec, Sarah Isufi et al. · 0 citations