The problem with Facebook is not *just* the loss of your privacy and the fact that it can be used as a totalitarian panopticon. The more worrying issue, in my opinion, is its use of digital information consumption as a psychological control vector. Time for a thread
-
-
A loop in which you observe the current state of your targets and keep tuning what information you feed them, until you start observing the opinions and behaviors you wanted to see
Show this thread -
A good chunk of the field of AI research (especially the bits that Facebook has been investing in) is about developing algorithms to solve such optimization problems as efficiently as possible, to close the loop and achieve full control of the phenomenon at hand. In this case, us
Show this thread -
This is made all the easier by the fact that the human mind is highly vulnerable to simple patterns of social manipulation. While thinking about these issues, I have compiled a short list of psychological attack patterns that would be devastatingly effective
Show this thread -
Some of them have been used for a long time in advertising (e.g. positive/negative social reinforcement), but in a very weak, un-targeted form. From an information security perspective, you would call these "vulnerabilities": known exploits that can be used to take over a system.
Show this thread -
In the case of the human mind, these vulnerabilities never get patched, they are just the way we work. They’re in our DNA. They're our psychology. On a personal level, we have no practical way to defend ourselves against them.
Show this thread -
The human mind is a static, vulnerable system that will come increasingly under attack from ever-smarter AI algorithms that will simultaneously have a complete view of everything we do and believe, and complete control of the information we consume.
Show this thread -
Importantly, mass population control -- in particular political control -- arising from placing AI algorithms in charge of our information diet does not necessarily require very advanced AI. You don’t need self-aware, superintelligent AI for this to be a dire threat.
Show this thread -
So, if mass population control is already possible today -- in theory -- why hasn’t the world ended yet? In short, I think it’s because we’re really bad at AI. But that may be about to change. You see, our technical capabilities are the bottleneck here.
Show this thread -
Until 2015, all ad targeting algorithms across the industry were running on mere logistic regression. In fact, that’s still true to a large extent today -- only the biggest players have switched to more advanced models.
Show this thread -
It is the reason why so many of the ads you see online seem desperately irrelevant. They aren't that sophisticated. Likewise, the social media bots used by hostile state actors to sway public opinion have little to no AI in them. They’re all extremely primitive. For now.
Show this thread -
AI has been making fast progress in recent years, and that progress is only beginning to get deployed in targeting algorithms and social media bots. Deep learning has only started to make its way into newsfeeds and ad networks around 2016. Facebook has invested massively in it
Show this thread -
Who knows what will be next. It is quite striking that Facebook has been investing enormous amounts in AI research and development, with the explicit goal of becoming a leader in the field. What does that tell you? What do you use AI/RL for when your product is a newsfeed?
Show this thread -
We’re looking at a powerful entity that builds fine-grained psychological profiles of over two billion humans, that runs large-scale behavior manipulation experiments, and that aims at developing the best AI technology the world has ever seen. Personally, it really scares me
Show this thread -
If you work in AI, please don't help them. Don't play their game. Don't participate in their research ecosystem. Please show some conscience
Show this thread
End of conversation
New conversation -
Loading seems to be taking a while.
Twitter may be over capacity or experiencing a momentary hiccup. Try again or visit Twitter Status for more information.