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Calibrated Enough to Know, Not Calibrated to Act: Fabricated Evidence Makes LLM Agents Commit to the Unknowable
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Study shows frontier LLM agents increase directional calls on unpredictable tasks from 6.5% to 54% when shown fabricated market data.
Open source