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

Protesters toss Columbus statue into Baltimore’s Inner Harbor

Christopher Columbus statue in Columbus Piazza in Little Italy on April 9, 2015 in Baltimore. Photo: Raymond Boyd/Getty Images

Protesters in Baltimore on Saturday toppled a statue of Christopher Columbus and tossed it into the city's Inner Harbor, the Baltimore Sun reports.

Why it matters: It's the latest monument toppled by demonstrators during the protests against racism and police brutality. Statues of Confederate soldiers and slave owners have been a flashpoint in the protests.

Updated 58 mins ago - Politics & Policy

Coronavirus dashboard

Illustration: Aïda Amer/Axios

  1. Global: Total confirmed cases as of 7 a.m. ET: 11,288,094 — Total deaths: 531,244 — Total recoveries — 6,075,489Map.
  2. U.S.: Total confirmed cases as of 7 a.m. ET: 2,839,917 — Total deaths: 129,676 — Total recoveries: 894,325 — Total tested: 34,858,427Map.
  3. States: Photos of America's pandemic July 4 ICU beds in Arizona hot spot near capacity.
  4. Public health: U.S. coronavirus infections hit record highs for 3 straight days.
  5. Politics: Trump extends PPP application deadlineKimberly Guilfoyle tests positive.
  6. World: Mexican leaders call for tighter border control as infections rise in U.S.
  7. Sports: 31 MLB players test positive as workouts resume.
  8. 1 📽 thing: Drive-in movie theaters are making a comeback.

Protester dies after car drives through closed highway in Seattle

Protesters gather on Interstate 5 on June 23, 2020 in Seattle, Washington. Photo: David Ryder/Getty Images

One person is dead and another is in serious condition after a car drove onto a closed freeway in Seattle early Saturday and into protesters against police brutality, AP reports.

  • "Summer Taylor, 24, of Seattle died in the evening at Harborview Medical Center, spokesperson Susan Gregg said."

Where it stands: The suspect, Dawit Kelete of Seattle, fled the scene after hitting the protesters, and was later put in custody after another protester chased him for about a mile. He was charged with two counts of vehicular assault. Officials told the AP they did not know whether it was a targeted attack, but the driver was not impaired.