Why CTOs Can No Longer Treat LLM Hallucinations as a Nuisance in Regulated Production Workflows

https://brookssimpressiveop-eds.cloudhinter.com/posts/how-structured-ai-disagreement-cut-decision-losses-by-nearly-40-in-early-pilots

Modern large language models produce fluent, persuasive text, but in many enterprise systems a single incorrect assertion can cause legal exposure, financial loss, or patient harm