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Illustration: Aïda Amer/Axios

Until now, the vast majority of information collected about us has remained untouched — there was just too much to make sense of it all.

What's happening: Artificial intelligence allows data that might once have gone unnoticed to now be detected, analyzed and logged in real time. It's already started supercharging surveillance at work, in schools and in cities.

The big picture: Humans have monitored each other as long as we've lived in communities to punish free riders and troublemakers.

  • But now, cheap, powerful machines are taking the place of human watchers, disrupting a long-held social contract.
  • Unlike in China, where high-tech surveillance is a tool of fear and control, systems in the West are not centralized for now, curbing the scope of data gathering.
  • And tech companies like Facebook and Google have perfected online versions of automated surveillance for profit, in the form of products we can no longer live without.

Details: Software can identify and track faces, skin color, clothing, tattoos, walking gait and various other physical attributes and behaviors. But it's been plagued with bias and inaccuracy problems that primarily harm people of color.

  • From facial expressions and body movements, AI can extrapolate emotions like happiness and anger — a process built on shaky scientific evidence.

The impact: This quiet shift from passive watching to active surveillance is chipping away at our ability to remain anonymous in physical and virtual spaces.

  • Blending into the crowd is no longer an option if every face in that crowd is captured, compared against a driver's license photo and logged.
  • Constant AI surveillance threatens to erode the all-important presumption of innocence, says Clare Garvie, a privacy expert at Georgetown Law.

Go deeper:

Go deeper

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Senate Democrats demand answers on FBI's Kavanaugh probe

Photographer: Andrew Harrer/Bloomberg via Getty Images

Senate Democrats are demanding that the FBI hand over "all records and communications" related to the FBI tip line set up to investigate Supreme Court Justice Brett Kavanaugh when he was a nominee in 2018.

Why it matters: The ask comes after the FBI revealed it received more than 4,500 tips about Kavanaugh when he was awaiting Senate confirmation amid sexual assault allegations. Only the most "relevant" of these tips were forwarded to the Trump White House.

Chip relief on the horizon

Illustration: Sarah Grillo

Good news: The worst of the chip supply crunch might be near.

The other side: Here's the bad news... CEOs say chips totally flowing like normal is still a ways out.