Mar 10, 2020 - Economy & Business

Why labeling misinformation on social media can be so tricky

Illustration: Rebecca Zisser/Axios

Tech companies like Twitter and Facebook have struggled with ways label misinformation without appearing biased or without baiting users to game the system.

Why it matters: It may seem obvious that tech companies should let users know when something is false, but sometimes, calling out false content can have unintended consequences.

Driving the news: Twitter on Sunday placed a "manipulated media" label on an edited video of 2020 candidate Joe Biden delivering a speech. It appeared to be the first time Twitter used that label to call out a visual that it considers to have been doctored with the intention of manipulating users.

  • The video was originally tweeted by White House social media director Dan Scavino and retweeted by President Trump.
  • Conservative personalities immediately jumped to Scavino's defense, saying the video wasn't manipulated, only slightly edited.
  • Some asserted that Twitter has in the past not labeled videos as being manipulative when other campaigns have edited them selectively, although the company's policy wouldn't have been applied to any video before March 5.

Our thought bubble: Often when a platform labels something as manipulated or false, its label is weaponized or slammed for being used in a biased manner.

  • For example, Facebook said in 2017 it would no longer use "Disputed Flags" — red flags next to fake news articles — to identify fake news for users, because academic research showed they didn't work and they often have the reverse effect of making people want to click more.

Go deeper

Updated May 29, 2020 - Technology

Twitter: Trump's Minnesota tweet violated rules on violence

Twitter said Friday morning that a tweet from President Trump in which he threatened shooting in response to civil unrest in Minneapolis violated the company's rules. The company said it was leaving the tweet up in the public interest.

Why it matters: The move exacerbates tensions between Twitter and Trump over the company's authority to label or limit his speech and, conversely, the president's authority to dictate rules for a private company.

America's unfinished business

Illustration: Sarah Grillo/Axios

The fury over George Floyd's killing is erupting as the U.S. faces a looming wave of business bankruptcies, likely home evictions and a virus pandemic that will all disproportionately hit African Americans.

Why it matters: What these seemingly disparate issues share in common is that they emanate from systemic abuses that calls to action and promised reforms have yet to meaningfully address.

Updated 1 hour ago - Politics & Policy

Coronavirus dashboard

Illustration: Sarah Grillo/Axios

  1. Global: Total confirmed cases as of 8 a.m. ET: 5,945,737— Total deaths: 365,368 — Total recoveries — 2,515,675Map.
  2. U.S.: Total confirmed cases as of 8 a.m. ET: 1,747,087 — Total deaths: 102,836 — Total recoveries: 406,446 — Total tested: 16,099,515Map.
  3. Supreme Court: Chief Justice Roberts sides with liberals in denying challenge to California's pandemic worship rules.
  4. Public health: Hydroxychloroquine prescription fills exploded in March.
  5. 2020: North Carolina asks RNC if convention will honor Trump's wish for no masks or social distancing.
  6. Business: Fed chair Powell says coronavirus is "great increaser" of income inequality.