My NDAs constrain me from saying as much as much as I'd like, but it's a mistake to think that the key to fighting abuse is "algorithms". The heart of it is always human judgment. It starts at the executive level to set policy. That policy needs to be carefully socialized to users. The user need ways to report problems. And then you need trained staff to judge the reported content.

Algorithms can help, of course. But the problem is mainly a human one.

Humans are incredibly biased in making judgements like this. How do you “train” a person to enforce a standard that goes against their inherent biases?

Seems like the more objective the process can be shifted (by moving away from human decisions), the more effective/fair the process becomes.

Anyway, it sounds like you may work in this space, and, therefore, might have further insight, which I am very interested in hearing about.

It is definitely an Achilles Heel for social media platforms.

Unfortunately, there is no real objectivity here. Machine learning systems are fed large numbers of human judgments, are tuned based on human judgment, and then are deployed when other humans think them ready.

The way you get reasonable consistency, whether it's humans or machines, is by establishing clear standards, using them for training, and then continuously monitoring results. It's not perfect, of course. But nothing is.

Being smaller they can and should user human moderation. Twitter and Facebook have problems because of the huge number of posts. Parler is still small enough that then _can_ moderate.

Good point, but it is not scalable.

“Five million people were active on Parler on Monday, which Mr. Matze wrote was an 8-fold increase in user engagement from the previous week.”

https://m.washingtontimes.com/news/2020/nov/10/parler-says-i...

This doesn’t seem like a problem that could be solved with more human eyeballs.

Facebook is in a way better position financially to use human moderators than something like Parler is. Sure, Parler has orders of magnitude less volume. They also have orders of magnitude less money. Facebook can afford to hire 1,000 human moderators for every 1 human moderator Parler hires.

This whole "Parler can be better than Facebook because they are smaller" argument is just as illogical as it sounds.

Where are you getting Parler can be better? Better than facebook at what?

Also, you don't thin smaller groups, companies, whatevers are easier to control?

Doesn't make sense to me. Twitter&FB have more users but they also have much more resources than Parler.

Parler didn't even try to remove a very narrow, specific set of posts referred by AWS. I think if they did that, AWS probably had much harder time to justify booting Parler off from their platform.