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this post was submitted on 09 Oct 2023
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This is a part of a bigger topic people need to be aware of. As more and more AI is used in public spaces and the internet, people will find creative ways to exploit it.
There will always be ways to make the AI do stuff the owners don’t want it to. You could think of it like the exploits used in speedrunning, but in this case there’s a lot more variety. Just like you can make an AI generate morally questionable material, you could potentially find a way to exploit the AI of a self driving car to do whatever you can think of.
This is trivially fixable, it's just at 2-3x the per query cost so it isn't deemed worth it for high volume chatbots given the low impact of jailbreaking.
For anything where jailbreaking would somehow be a safety concern, that cost just needs to be factored in.
That’s true for all the things that can have a query cost. What about those AI applications that don’t have any financial cost to the user? For instance, The Spiffing Brit continues to find interesting ways to exploit the YouTube Algoritm. I’m sure you can apply that same “hacker mentality” to anything with AI in it.
At the moment, many of those applications are on the web, and that’s exactly where a query costs can be a feasible way to limit the number of experiments you can reasonably run in order to find your favorite exploit. If it’s too expensive, you probably won’t find anything worth exploiting, and that should keep the system relatively safe. However, nowadays more and more AI is finding its way in the real world, which means that those exploits are going to have some very spicy rewards.
Just imagine if the traffic lights were controlled by an AI, and you found an exploit that allowed you to get the green light on demand? Applications like this don’t have any API query costs. You just need to be patient and try all sorts of weird stuff to see how the lights react. Sure, you can’t run a gazillion experiments in an hour, which means that you might not find anything worth exploiting. Since there would be millions of people experimenting with the system simultaneously, surely someone would find an exploit.