There is thankfully no (known) input that makes the human mind fail. There are known inputs for some animals though (like chickens).
>Optimist: AI has achieved human-level performance!
>Realist: “AI” is a collection of brittle hacks that, under very specific circumstances, mimic the surface appearance of intelligence.
>Pessimist: AI has achieved human-level performance.
The trick is to lower the punishment for taking the way out. It's not free, but saying a car is a dog gets you -1, where as seeing a car and saying I don't know, only gets you a -.1 punishment (or even a .1 reward, vs a 1 reward for a correct answer).
https://www.youtube.com/watch?v=8Yo2UkL-n_Q
Pretty inconvenient, with chickens apparently this sometimes happens by accident. They don't get up, ever. They lie there until they get attacked or just die.