Overview: Content Strategy

"Facebook quietly stopped recommending that people join online groups dealing with political or social issues", and will "assess when to lift them afterwards, but they are temporary." This part of the Facebook's AI plays a key role in pushing "people down a path of radicalization... groups reinforce like-minded views …

reddit community called Change My View ... a ready-made natural experiment ... feed it into programs ... to understand the back-and-forth between human beings ... discovered two things: what kind of arguments are most likely to change people’s minds, and what kinds of minds are most likely to be changed. https://www.reddit.com/r/changemyview/ : po…

Technology has altered the foundations of news and media, and as trust in media continues to decline, artificial intelligence, machine learning, and algorithms have come to play a critical role not only as threats to the integrity and quality of media, but also as a source of potential solutions. The core threats to information quality associated …

“We wanted democracy... but got mobocracy.”... Bots generated one out of every five political messages posted on Twitter in America’s presidential campaign last year... “we need to reform our attention economy.”... groups which had mostly been excluded from the mainstream media... developed the dark arts they would use to further their agendas..…

A work in progress from an upcoming eponymous post. Another experiment with the enewsletter format: some initial thoughts on this seemingly intractable problem, with some of the source materials I’m studying.

my research team’s analysis of data from Columbia University’s Emergent rumor tracker suggests that this misinformation is just as likely to go viral as reliable information... limiting news fakers’ ability to sell ads... a step in the right direction. But it will not curb abuses driven by political motives... Using BotOrNot, our colleagues found…

The filter bubble... has evolved. Algorithms, network effects, and zero-cost publishing are enabling crackpot theories to go viral... impacting the decisions of policy makers and shaping public opinion, whether they are verified or not... Facebook's news feed ... tailored just to us ... to keep us interested and happy... drives engagement and mor…

"Facebook seems to be trying to get more transparent about how the algorithms ... function, with a statement on Monday about cracking down on “clickbait.” ... But despite the attempts at openness, the bottom line remains the same: Facebook is a black box. No one really has any clue why the site chooses to show or hide certain content... what com…

"I honestly doubt that there is an algorithm in the world that can reliably surface such unexpected content, so well. An algorithm ... cannot surface unexpected, diverse and sometimes weird content exactly because of how algorithms work: they know what they already know.... Twitter brims with human judgment, and the problem with algorithmic filte…