The thing is, it’s almost impossible to perfectly prevent something like this before it happens. The data comes from humans, it will include all the biases and racism humans have. You can try to clean it up if you know what you want to avoid, but you can’t make it sterile for every single thing that exists. Once the AI is trained, you can pre-censor it so that it doesn’t generate certain types of images, but again, only if you know what you are looking for and you won’t make it perfect.
If the word “palestine” makes it generate children with guns, it’s simply because the data it trained on made it think those two things are correlated somehow, and that wasn’t known until now. It will get added to the list of things to censor next time.
theyoyomaster@lemmy.world 10 months ago
I imagine they likely have hardcoded rules about associating content indexed as “terrorist” against a query for a nationality. Most mainstream AI models do have specific rules built in to prevent stuff like this, they just aren’t all encompassing and can still happen if there is sufficient influence from the training data.
While FB does have content moderators, needing human verification of every single piece of AI generated defeats the purpose of AI. If people want AI there is a certain amount of non politically correct results that will slip through the cracks. The bottom line is content moderation as we know it has extreme biases applied to fit the safest “viewpoint model” and any system based on objective data analysis, especially with biased samples such as openly available internet, is going to get results that do not fit the standard “curated” viewpoint.
Tetsuo@jlai.lu 10 months ago
It doesn’t matter. I don’t really care about moderation being impossible to do. Google decided most moderation should be done automatically on YT and there are constantly false positives. They are not being held accountable both for false positives and false negatives. No human is involved.
And reading that type of comment I’m assuming we are heading the same way. Businesses not being accountable for something that is absolutely being generated by their code. If you choose to deploy a black box that generates random stuff you can’t understand how it was generated it shouldn’t make you not responsible for the damage done.
I don’t think we should naively just accept apologies from AI owners and move on. They knew the risk of dangerous content being generated and decided it was acceptable.
Also considering the damage that Facebook has done in the past and their careless attitude toward privacy, I cannot understand why you would find it likely that they took the time to add some kind of safeguard for nationality and terrorism to be wrongfully associated.
Even then, the very concept of nationality is certainly not clear for an AI. For some Palestine is not a country. How would you think they would have coded a safeguard to prevent that kind of mistake anyway ?
There is a contradiction also in saying that you can’t moderate every single AI output manually but that they manually added a moderation of sort to the AI specifically for Palestinians and terrorism. There is no way they got so specific. As you said it’s not a practical approach.
The very important point for me to convey is that just because some black box generating text can randomly say racist stuff doesn’t and shouldn’t be more socially acceptable. That’s it.
Then obviously I think these AI shouldn’t have been released before their owners have a very good understanding on how they work and on how to prevent 99.9999999999% of the dangerous outputs. Right now my opinion is that Whatsapp deployed this knowing a lot of racist stuff would be generated and they just decided they will figure it out along the way with the help of the users.
It was either that or being late to the competition for the AI market.
If an innocent user can generate that easily some racist output I would argue they did not responsibly released this AI.