Just imagine if someone actually have success and an AGI just start happily chatting about everything, properly solving general problems like a 30 something eng

Just imagine if someone actually have success and an AGI just start happily chatting about everything, properly solving general problems like a 30 something engineer, mathematician or whatever. No one in the planet would know how to be sure it's not just emulating human behavior.