Content Moderation At Scale Is Impossible: Recent Examples Of Misunderstanding Context

Content Moderation At Scale Is Impossible: Recent Examples Of Misunderstanding Context

3 years ago
Anonymous $rH7oE7DjRg

https://www.techdirt.com/articles/20210225/10365146316/content-moderation-scale-is-impossible-recent-examples-misunderstanding-context.shtml

I've said over and over and over again that content moderation at scale is impossible to do well, and one of the biggest reasons for this is that it's difficult to understand context. Indeed, I've heard that some content moderation policies explicitly suggest that moderators don't try to take context into account. This is not because companies don't think it's important, but the recognition that understanding the context behind every bit of content, would make the process so slow as to be absolutely useless. Yes, it would be great if every content moderator had the time and resources to understand the context of every tweet or Facebook post, but the reality is that we'd then need to employ basically every human being alive to be researching context. Low level content moderators tend to only have a few seconds to make decisions on content, or the entire process slows to a crawl, and then the media will slam those companies for leaving "dangerous" content up too long. So tradeoffs are made, and often that means that understanding context is a casualty of the process.

And, of course, that leads to some ridiculous (and hilarious) results. Here are three recent ones that came across my radar. First, someone marketing a tabletop roleplaying game discovered that when they tried to purchase ads on Facebook and Instagram marketing their TTRPG, they had their entire account shut down because they used the word "supplement."

— ?? ????? is doing a ZineQuest (@DW_Dagon) February 23, 2021

Content Moderation At Scale Is Impossible: Recent Examples Of Misunderstanding Context

Feb 26, 2021, 6:39pm UTC
https://www.techdirt.com/articles/20210225/10365146316/content-moderation-scale-is-impossible-recent-examples-misunderstanding-context.shtml > I've said over and over and over again that content moderation at scale is impossible to do well, and one of the biggest reasons for this is that it's difficult to understand context. Indeed, I've heard that some content moderation policies explicitly suggest that moderators don't try to take context into account. This is not because companies don't think it's important, but the recognition that understanding the context behind every bit of content, would make the process so slow as to be absolutely useless. Yes, it would be great if every content moderator had the time and resources to understand the context of every tweet or Facebook post, but the reality is that we'd then need to employ basically every human being alive to be researching context. Low level content moderators tend to only have a few seconds to make decisions on content, or the entire process slows to a crawl, and then the media will slam those companies for leaving "dangerous" content up too long. So tradeoffs are made, and often that means that understanding context is a casualty of the process. And, of course, that leads to some ridiculous (and hilarious) results. Here are three recent ones that came across my radar. First, someone marketing a tabletop roleplaying game discovered that when they tried to purchase ads on Facebook and Instagram marketing their TTRPG, they had their entire account shut down because they used the word "supplement." > — ?? ????? is doing a ZineQuest (@DW_Dagon) February 23, 2021