At that point, if you want to see them design a distributed system with all the bells and whistles, you should stop them, tell them the kind of traffic they need to handle, then let them go again.
If they persist in designing a system that cannot handle the specified load, they have probably failed the interview.
Last time I interviewed I was asked about designing a system to handle 10s of thousands of events per minute, and if you thought about the problem a little you'd realize most of them didn't require real work to be done. I answered something along the lines of "you don't need to do anything special. Just normal postgres/mysql usage can handle more than that on a laptop". After I got hired I learned the rubric had some expected answers about queues (e.g. Kafka) in it. No idea why still.
Like when I inform teams complaining of “slow queries” that the DB is executing them in sub-msec time. No idea what the rest of your stack is doing, but good luck with figuring that out - it ain’t me.