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Gaurav Kukreja

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#artificial intelligence Preprint Aug 2026

BiasMix-Finance: Post-Generation KYC Guardrails for LLM Portfolio Advice

BiasMix-Finance (Mini) is introduced, a compact stress-test benchmark for constrained decision-making under biased LLM generations, with a 16-ETF universe, three investor profiles, and eight bias prompts, and the dataset, prompts, caps, and code are released.

Gaurav Kukreja, Parul Kukreja, Mohammed Abraar et al. · 0 citations

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