However, the important issue here really isn't about the ability of humans or LLMs to recognize logic puzzles. If you were asking an LLM for real world advice, trying to be as straightforward as possible, you may still get a response just as bad as "walk", but not be able to recognize that it was bad, and the reason for the failure would be exactly the same as here - failure to plan and reason through consequences.
It's toy problems like this that should make you step back once in a while and remind yourself of how LLMs are built and how they are therefore going to fail.
“What do you mean walk or drive? I don’t understand the options given you would need your car at the car wash. Is there something else I should know?”
2+2 is a complete expression, the other is grammatically correct but logically flawed. Where is the logical fallacy in 2+2?
"What's 2 + 2" is a completely abstract question for mathematics that human beings are thoroughly trained mostly to associate with tests of mastery and intelligence.
The car wash question is not such a question. It is framed as a question regarding a goal oriented, practical behavior, and in this situation it would be bizarre for a person to ask you this (since a rational person having all the information in the prompt, knowing what cars are, which they own, and knowing what a car wash is, wouldn't ask anybody anything, they'd just drive their car to the car wash).
And as someone else noted there are in fact situations in which it actually can be reasonable to ask for more context on what you mean by "2 + 2". You're just pointing out that human beings use a variety of social mores when interpreting messages, which is precisely why the car wash question silly/a trick were a human being to ask you and not preceded the question with a statement like "we're going to take an examine to test your logical reasoning".
As with LLMs, interpretation is all about context. The people that find this question weird (reasonably) interpret it in a practical context, not in a "this is a logic puzzle context" because human beings wags cats far more often than they subject themselves to logic puzzles.
And what if it’s a full service car wash and you’ve parked nearby because it’s full so you walk over and give them the keys?
Assumptions make asses of us all…
Some assumptions are always necessary and reasonable, that's why I'm saying the "AI" lacks common sense.
This reminds me of people who answer with “Yes” when presented with options where both can be true but the expected outcome is to pick one. For example, the infamous: “Will you be paying with cash or credit sir?” then the humorous “Yes.”