Topic
4 stories
AI hallucinations are not random glitches. They follow predictably from how language models are built, which means you can anticipate when they are likely, recognize the warning signs and set up simple checks that catch invented facts, fake citations and confident errors.
There is no single US law requiring businesses to label all AI use, but several federal and state rules do require disclosure in specific situations: bots that sell, AI voices on calls, fake reviews, political ads and more. Here is a practical map of when disclosure is required, and when it is simply wise.
Search engines now write answers, chatbots now search the web, and dedicated AI answer engines sit somewhere in between. Each still has different strengths. This guide explains how AI-powered search works, when a list of links beats a written answer, and how to check sources fast.
AI chatbots can answer customer questions around the clock and cut wait times, or they can trap people in loops and invent policies. The difference is in the setup: what the bot is allowed to do, what it knows, when it hands off to a person and how you measure it. Here is a practical guide.
