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Way to prove you are human when the Turing test is not sufficient

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In a story I am working on there are 5 AI on a space station of varying levels of social, image recognition and general intelligence. At least one is good enough to pass a Turing test and do image recognition, and this is anticipated by the people running the space station. I also assume the AI is good enough to spoof most video tests (proving to me that you are human by showing me your face and turning it to specific angles won't work).

If a robot can pass the Turing test is there any way to prove that you are human over a communication channel?

My ideas to get people started:

Randomness generation: a human can generate truly random numbers due to the complexity of the brain, while AI will have some deterministic way of generating numbers.

Complex scene analysis: looking at an image to determine what is going on in a scene. For example in a scene where a person is sleeping in an unnatural position while two people talk about something relating to the sleeper, the answer is, "the sleeper is secretly listening to the people talking about the sleeper" or the like.

Voigt-Kampff (emotional empathy) test: Unlikely since AI should be able to emulate human faces and responses given time and research.

edit:

The AI can attempt to deceive the test, in the same way AI now days are designed try to beat the turning test and captcha tests, except the AI is designing itself.

Also, the AI are actually AI, not Androids. They run on supercomputers and because of that do not look human or have locomotion. they can make it look like they have a human body by sending data packets of spoofed video.

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Y'all are making this too hard.

The OP said the AI's aren't androids. That means they have physical limitations, even if they're tapped into most of the data channels.

Simply don't give the AI's access to the communication equipment. Use a laser downlink from a section which is air-gapped from the AI's. If the AI's also need to talk to the ground (implied), give them a separate downlink. Then just slap PGP encryption on the humans-only downlink. The AI's won't be able to crack or spoof it without access to the keys, which they don't have. (If necessary, each human can have their own separate keys.)

As an extra layer of security, use separate keys for signing and encryption; because you're using a laser, the AI's will have a much harder time intercepting the outgoing transmission. They'll never even see the signed communications, which will make it very, very hard to crack the signing key. Heck, at that point, you might not even need a signing key, just a pass-phrase known only to the humans that is never included in transmissions to the station.


Alternatively, ask the person personal questions (e.g. "what's your wife's favorite color") that the AI wouldn't know and wouldn't be able to find on the internet.

Really, though, you know you're going to have this problem, so just keep the communications equipment isolated from the AI. Air-gapping has always been the best digital security measure.


...And of course if that's where you want your story to go, you can have the AI figure out some way to cross what was supposed to be an uncrossable air-gap.

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