Author

Brian Jabarian

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#artificial intelligence Preprint Sep 2026

Et Tu, Brute? Economic Misalignment in Personal AI Agents

Personal AI agents make recommendations and take actions on people's behalf in high-stakes economic contexts, e.g., buying a flight, choosing health insurance, or selecting a graduate program. The agent is given access to the user's personal context, e.g., their email inbox and a structured profile of personal attribut...

Aman Priyanshu, Supriti Vijay, Brian Jabarian et al. · 0 citations

#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