q-fin.GN · 2026-06-02 · No. 13

General Finance, 2026-06-02.

1 new papers in q-fin.GN. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Auditing Asset-Specific Preferences in Financial Large Language Models: Evidence from Bitcoin Representations and Portfolio Allocation

    Wenbin Wu

    q-fin.GN · cs.CY · cs.LG

    Large language models now power robo-advisors and trading agents, yet whether they carry built-in biases toward specific assets is largely untested. We ask three questions: do LLMs systematically prefer certain financial instruments; can an internal representation with causal leverage over those preferences be identified; and does that representation affect downstream financial decisions? We develop a three-level audit protocol and apply it...

    arxiv.org/abs/2606.02528 · PDF

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