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Too Good to Be Real? Diagnosing and Reducing the Gap Between AI Preference and Real User Engagement

arXiv cs.CL · yesterday Cached

The paper diagnoses a systematic gap between AI preferences and real user engagement in content generation, finding that LLMs overemphasize logical structure while real engagement favors affective and expressive elements, and proposes OMRA to reduce this gap by 54.4%.

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#ai-preference

How much of a measured AI preference is the model, and how much is the instrument?

arXiv cs.AI · 2026-08-26 Cached

This arXiv paper investigates how much of measured AI preferences is attributed to the model itself versus the instrument used for assessment.

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