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#machine learning Preprint Sep 2026

GUIDE: Generative Utility Inference and Decision Engine

Measuring the preferences of human users remains a fundamental challenge of AI alignment. Existing elicitation approaches struggle to efficiently discover multidimensional preferences or accurately ground these inferences in domain knowledge. To address this, we introduce GUIDE, an LLM-driven elicitation architecture t...

Anagha Tiwari, Alexander G. Gray, Nick Feamster et al. · 0 citations

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