LLMs Reveal How Companies Bury Bad News in Annual Reports

Hiding in Fine Print..

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Just like how companies bury bad news with a Friday-before-a-holiday-regulatory filing, they try to hide bad performance deeper into their annual reports, according to new research from Chicago Booth.

Using large language models, researchers found that instead of discussing company metrics in order of importance, t…