The core problem tackled by this research is the opaque nature of many high-performing AI models used in fraud detection.

Just as most Americans cannot imagine life without electricity or air travel, interacting with AI will be a constant in more ...

Without a strong push from AI companies to combat sycophancy and other dark patterns, the default trajectory is more engagement optimization, more manipulation and fewer checks.