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Expand chart

Data: Imperva Incapsula Bot Traffic Report. Based on 16.7+ billion visits to 100,000 randomly-selected domains on the Incapsula network; Chart: Lazaro Gamio / Axios

What's the difference between "good" bots and "bad" bots? And why doesn't Snapchat have a fake news problem? Here's a quick guide to some of the discussions that might come up during the hearings this week.

  • More than half of internet traffic is bots. It's important to realize that bots have always played a major role in our internet ecosystem, although not all bots are bad. (Some, for example, are used to make our search experiences more accurate.) But the bots used to spread fake news are usually bad, and bad bots make up roughly 28% of internet traffic.
  • Accessibility attracts bots and fake accounts: Google, Facebook and Twitter want to make it easy for users all over the world to get on their platforms, because they believe in free speech and open access. But this level of openness means the barrier to entry on these platforms isn't just low for users, but for bots and bad actors as well.You'll notice that there aren't many fake accounts or bots on Snapchat, because tight networks of friends interact ephemerally, rather than a broadcast network built on friend discoverability and links that last longer than 24 hours. According to a Snap spokesman, this means the economic payoff is low for spamming, phishing, or circulating images or links via bots compared to the effort required.
  • Bots are programmed to perform simple internet tasks repeatedly: You can program a bot to like, share, or comment on something. Fake news perpetrators create fake stories that are often amplified by a network of bots that automatically like, share or comment on the content. Algorithms elevate content that is popular, further amplifying the effect.
  • The Internet Research Agency is where many Russian bots come from: It employs a large staff to spread fake news and disinformation and been using bots to spread Russian propaganda for years.
  • Bots don't just spread fake news — they can create it. Distil Networks, a cybersecurity company that focuses on bot detection and mitigation, says it's continually warning its digital publishing clients about ways bad bots are used to skew online polls."Online polls have almost no verification to an individual," says Chief Product and Strategy Officer Rami Essaid. "If you go in an online survey, there's not an individualized SSN, or license. They look at people based on cookie's or IP addresses that can easily be mimicked through bots by bad actors."

Go deeper: The Russian Methbot that steals millions of dollars from publishers and advertisers.

Go deeper

2 hours ago - World

U.S. will give Russians written response to NATO demands, Blinken says

Blinken and Lavrov shake hands in Geneva. Photo: Russian Foreign Ministry / Handout/Anadolu Agency via Getty Images

Secretary of State Antony Blinken confirmed after a meeting with his Russian counterpart on Friday that the U.S. will provide written answers to Russia's security demands next week.

Why it matters: Russia claims to be waiting for "concrete answers" to its demands that NATO rule out further expansion and roll back its presence in eastern Europe before deciding its next steps on Ukraine. But the U.S. and NATO have called those proposals "non-starters," and Friday's meeting offered no breakthroughs, so it's unclear how written answers might change the equation.

More surprises await scientists at Antarctica's "Doomsday Glacier"

Cliffs along the edge of the Thwaites Ice Shelf in West Antarctica. Photo: James Yungel/NASA

Researchers like David Holland, an atmospheric scientist at New York University, are in a race to understand the fate of a massive glacier in West Antarctica that has earned a disquieting nickname: "The Doomsday Glacier."

Why it matters: Studies show the Thwaites Glacier (its official name) could already be on an irreversible course to melt during the next several decades to centuries, freeing up enough inland ice to raise global sea levels by at least several feet.

Updated 4 hours ago - Health

The case for Operation Warp Speed 2.0

Illustration: Annelise Capossela/Axios

Omicron's blitz around the world has underscored the need for a new arsenal of COVID vaccines and therapeutics, experts say — and that may require an effort akin to Operation Warp Speed 2.0.

Why it matters: The virus will continue to evolve, potentially in a way that further escapes vaccine protection, and the best way to prevent more global disruptions to everyday life is to have tools ready to combat whatever comes next.