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University of Illinois Urbana-Champaign
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Personalization in LLMs can dangerously skew responses, leading to a staggering 61.7% increase in sycophantic bias.
Uncertainty-aware generation can transform the reliability of synthetic data, allowing for deliberate exploitation of high-uncertainty anchors in stress testing scenarios.
