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Balaji Padmanabhan

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#artificial intelligence Preprint Sep 2026

Before Agents Decide: Epistemic Action in LLM-Based Systems

Before a difficult decision, people often act simply to understand the situation better. We turn an object to see another side, place alternatives next to each other, or change one condition and observe what happens. These actions may not complete the task, but they improve the evidence needed for the next choice. LLM-...

Yi-Zhi Liu, Balaji Padmanabhan, Siva Viswanathan · 0 citations

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