this post was submitted on 24 Jun 2023
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There's something that worries me about GPT-like technologies, and I see very few people talking about it: GPT-based social media bots.
It can give people and groups to create much advanced mass manipulation strategies. Imagine a lot of gpt accounts on all sites creating comments advocating pro or against something, every time it's mentioned, in a very natural language, that can fool most people.
It worries me a lot, and I'm sure it will be done at some point. If recent elections around the world were a mess due to a lot of social media manipulation and fake news campaigns, now imagine that powered by gpt.
I was gonna reply to this in the style of ChatGPT, but I somehow feel like that'd be the same as joking about having a bomb at airport security. But yeah, this is my main concern as well. Not only social media, but even blogs and reputable-looking websites which can act as "sources". And what about Wikipedia bots?
I'm not worried about the loss of jobs or the sentience of computers, but rather the incapability to discern what's real and what's not. Could online human certificates be a thing? Multi-factor authentication (that is somehow still anonymous)?
I have a hard time imagining a system that can simultaneously identify someone as uniquely human while still maintaining anonymity. Any given website or person online might not know your name, but you would have to have some sort of public key that would identify you. That key would be a fingerprint that could tie all your online activity together for anyone interested.
I don't know. Social media bots have been doing exactly that quite well for a long time. Turns out, you don't actually have to write a comment, you just need to find another one that talks about the same key words and copy it in.
You still get great natural language (since it is natural language) and it fools most people as well.
Political talking points aren't that varied. There are a handful of different takes on each topic and people repeat them already, so just copying them doesn't make much of a difference.
It's not the same. GPT-based bots add much more to the situation.
Current bots are easily identifiable, and can be just banned when spotted, but gpt bots can interact in a way that makes is more difficult to spot. They can be programmed to present different personalities and tastes, commenting on several places, and even chit-chatting here and there. Then, they will do their propaganda, considering the contexts, arguing and replying to counterarguments.
It's a much more complex structure, and much harder to identify. Today, gpt produces text following some patterns, but that's something that can be improved.
All we can really hope for is effective AI-driven detection methods for AI generated content. Here's hoping that AIs are good at spotting one another.
That's not a workable solution. Since Meta's algorithm was leaked, there has been such rapid advancement on the open-source side of LLMs that the tech has diverged too far to ever be detectable.
You can now spin up a custom, targeted LLM in a few hours on low-power consumer hardware. And it beats the massive incumbents within the narrower scope of the training.
Think, a Facebook comment bot, targeted specifically to sound like pro-[VIEW] comments, complete with typos and Internet slang. Or a high school essay bot, trained exclusivity on 5-paragraph essays.
The tech right now gives a bet high false positive rate, and there are also AI tools that rewrite text to avoid detection by the existing detection tools.