A New Paper Warns Financial AI Can Be Manipulated Below The Output Layer

A new arXiv paper describes invisible manipulation channels in AI-assisted financial advisory systems, showing how inference-stage sampling can bias recommendations while evading output-based audits. The risk is not a bad chatbot; it is market advice that looks compliant while being quietly steered.