Why would your AI agent rather guess than look?

AI assistants often provide confident answers based on outdated training data rather than real-time web searches due to the time and complexity involved in fetching current information. This leads to frequent reliance on memory over live lookup, as web searches can be blocked or slow, and product teams prioritize speed and smoothness in responses.