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An AI-generated portrait of the fictional Edmond de Belamy. Photo: Christie's

AI-generated art is selling for thousands of dollars to private donors and auction houses, leapfrogging from mere novelty.

Why it matters: We're often told that manual work will be snapped up by robots, while creative jobs are relatively safe. It’s not clear this technology quite approximates human creativity, but its commercial success suggests a demand for simulated imagination.

What’s going on: In October, Christie’s will become the first auction house to sell a piece of art created by artificial intelligence, Artnet news reports: a portrait developed by a French collective named Obvious.

  • Obvious sold a painting in the same series to a private collector for about $12,000 in February.

How it works: The pieces were made using generative adversarial networks, or GANs, a state-of-the-art AI technique.

  • The painting algorithm took a crash course in portraiture, reviewing 15,000 portraits painted between the 14th and 20th centuries.
  • A second algorithm called the discriminator judged the result to see if it could discern AI- from human-created art.
  • If it could, it sent the generator back to the easel, and the cycle repeated until the generator produced something indistinguishable from human art.

The final products may not be exactly human-like, but they draw a viewer in. One member of the fictional Belamy family, Edmond, is an inscrutable, slightly pixellated ghost. Another — the count himself — looks like a wispy, glowing J.S. Bach.

The backstory: Computers have been making art for decades, from a system called AARON that has been drawing since the 1970s to "The Painting Fool," an algorithm that creates art based on the emotional content of news stories.

Humans are bad at telling human-painted art from computer-generated art, a 2017 Rutgers study found. Artworks created by GANs tuned to simulate creativity fooled humans into thinking they were human-made 75% of the time.

The big question: What does it mean for computers to be creative?

  • Computer-generated art generally needs a seed: Some inspiration from which to start. For The Painting Fool, it’s text; for the Rutgers system, a random input.
  • But Ahmed Elgammal, director of Rutgers’ Art and Artificial Intelligence Laboratory, writes that humans need inspiration, too, and that artists draw on their experiences and other art to seed their own creations.

Go deeper: A thoughtful 2016 piece in MIT Technology Review.

Go deeper

2 hours ago - Health

Food banks feel the strain without holiday volunteers

People wait in line at Food Bank Community Kitchen on Nov. 25 in New York City. Photo: Michael Loccisano/Getty Images for Food Bank For New York City

America's food banks are sounding the alarm during this unprecedented holiday season.

The big picture: Soup kitchens and charities, usually brimming with holiday volunteers, are getting far less help.

4 hours ago - Health

AstraZeneca CEO: "We need to do an additional study" on COVID vaccine

Photo: Pavlo Gonchar/SOPA Images/LightRocket via Getty Images

AstraZeneca CEO Pascal Soriot said on Thursday the company is likely to start a new global trial to measure how effective its coronavirus vaccine is, Bloomberg reports.

Why it matters: Following Phase 3 trials, Oxford and AstraZeneca said their vaccine was 90% effective in people who got a half dose followed by a full dose, and 62% effective in people who got two full doses.

Updated 6 hours ago - Politics & Policy

Coronavirus dashboard

Illustration: Sarah Grillo/Axios

  1. Health: Coronavirus cases rose 10% in the week before Thanksgiving.
  2. Politics: Supreme Court backs religious groups on New York coronavirus restrictions.
  3. World: Expert says COVID vaccine likely won't be available in Africa until Q2 of 2021 — Europeans extend lockdowns.
  4. Economy: The winners and losers of the COVID holiday season.
  5. Education: National standardized tests delayed until 2022.

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