A model without tools guesses, confidently
Ask any model whether an address is valid and it will answer. The answer is a well-formed guess: syntax looks fine, the domain is familiar, so it says yes. An AI agent email workflow built on that produces clean-looking data that bounces.
Installing email verification agent skills replaces the guess with an SMTP result. That is the entire point — the model stops reasoning about a question only a mail server can answer.




