Thin Evidence, Thick Priors: How Language Models Substitute Identity for Missing Financial Facts
Across 96,600 prompts to Llama-3.1-8B-Instruct, the average identity swing in recommended equity allocation rises from 4.78 percentage points at full disclosure to 10.34 percentage points when no financial facts are supplied.