Facebook must kill its news feed. Democracy depends on it
medium.com
medium.com
Could AI fix this for us? Maybe. AI isn't entirely free of the bias of its creators tho. As far as solutions to magnifying gossip and fake news, I don't really have an answer. Perhaps you are on the right track.
Human-curated news? Either it'll be fast enough that people get sloppy with facts, or it'll be slow enough that people move to faster sources. Clickbait wins.
Another site? Most other sites (Google News, Quora, whatever) use clicks as an important measure of interestingness. Clickbait wins.
Broadcast TV? Have you seen what the networks do when the facts are scarce and the topic is urgent?
Eventually this all gets sorted. In the moment, fake news always wins, especially if there are organizations that are invested in producing it. That's fine. The trick is to help real, verifiable news and level-headed analysis propagate as it comes out as well.
It's a solved problem via reputation, but we've collectively decided that reputation isn't that important in the last 15 years. It's an open but in-progress question for ML / AI. There are probably other models, but we'd first need to change the consumption norms to make them appealing.
Clickbait is always appealing, so it wins when people are trying to find new information before they start to sort through it.
> Captology or behavior design is the study of computers as persuasive technologies. This area of inquiry explores the overlapping space between persuasion in general (influence, motivation, behavior change, etc.) and computing technology. This includes the design, research, and program analysis of interactive computing products (such as the Web, desktop software, specialized devices, etc.) created for the purpose of changing people's attitudes or behaviors.
It sounds like "facebook needs to start being about people you know, and stop being about everything else."
That's great advice IMO, but it's not what makes money, so... don't even try.
Most troublingly, “trending news” accelerates news in what is what is known a “feed forward” loop: i.e. the more we (and external bots and trolls) click, the more we will see an item. This reduces visibility of other news, resulting in “groupthink” that shrinks our perspective. Trending news algorithms can be adjusted but will always create “observational bias” in that we react most to what we see most.
This describes Reddit to a T. Definitely a feed forward loop if there ever was one.