Sign up for our daily briefing

Make your busy days simpler with the Axios AM and PM newsletters. Catch up on what's new and why it matters in just 5 minutes.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Catch up on the day's biggest business stories

Subscribe to the Axios Closer newsletter for insights into the day’s business news and trends and why they matter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Sign up for Axios Pro Rata

Dive into the world of dealmakers across VC, PE and M&A with Axios Pro Rata. Delivered daily to your inbox by Dan Primack and Kia Kokalitcheva.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Sports news worthy of your time

Binge on the stats and stories that drive the sports world with the Axios Sports newsletter. Sign up for free.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Tech news worthy of your time

Get our smart take on technology from the Valley and D.C. with Axios Login. Sign up for free.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Get the inside stories

Get an insider's guide to the new White House with Axios Sneak Peek. Sign up for free.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Catch up on coronavirus stories and special reports, curated by Mike Allen everyday

Catch up on coronavirus stories and special reports, curated by Mike Allen everyday

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Denver news?

Get a daily digest of the most important stories affecting your hometown with Axios Denver

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Des Moines news?

Get a daily digest of the most important stories affecting your hometown with the Axios Des Moines newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Twin Cities news?

Get a daily digest of the most important stories affecting your hometown with Axios Twin Cities

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Tampa Bay news?

Get a daily digest of the most important stories affecting your hometown with the Axios Tampa Bay newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Charlotte news?

Get a daily digest of the most important stories affecting your hometown with Axios Charlotte

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Nashville news?

Get a daily digest of the most important stories affecting your hometown with the Axios Nashville newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Columbus news?

Get a daily digest of the most important stories affecting your hometown with the Axios Columbus newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Dallas news?

Get a daily digest of the most important stories affecting your hometown with the Axios Dallas newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Austin news?

Get a daily digest of the most important stories affecting your hometown with the Axios Austin newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Atlanta news?

Get a daily digest of the most important stories affecting your hometown with the Axios Atlanta newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Philadelphia news?

Get a daily digest of the most important stories affecting your hometown with the Axios Philadelphia newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top Chicago news?

Get a daily digest of the most important stories affecting your hometown with the Axios Chicago newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Sign up for Axios NW Arkansas

Stay up-to-date on the most important and interesting stories affecting NW Arkansas, authored by local reporters

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Want a daily digest of the top DC news?

Get a daily digest of the most important stories affecting your hometown with the Axios DC newsletter.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

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

16 mins ago - World

China's ambassador warns Taiwan could spark "military conflict" with U.S.

Photo: Liu Jie/Xinhua via Getty Images

China's ambassador to the U.S. warned in a rare interview with NPR that if Taiwanese authorities "keep going down the road for independence," it would "most likely" lead to a "military conflict" between the U.S. and China.

Why it matters: Chinese officials rarely speak in such blunt terms, but veteran diplomat Qin Gang was unequivocal: "The Taiwan issue is the biggest tinderbox between China and the United States."

Updated 30 mins ago - Economy & Business

Why Neil Young's Spotify standoff matters to the music industry

Neil Young in 2019. Photo: Gus Stewart/Getty Images

Spotify will remove Neil Young's music from its streaming platform, because the 76-year-old rock icon objected to the company's response to vaccine misinformation.

The big picture: This matters more than you'd think, given the popularity of old music.

Bomb cyclone prompts blizzard warnings from Virginia to Maine

Computer model projection showing the intense storm off of Cape Cod on Jan 29, 2022, with heavy snow and strong winds lashing the coastline. (Weatherbell.com)

Blizzard warnings are in effect from coastal Virginia to eastern Maine as a powerful and potentially historic winter storm is set to slam the Mid-Atlantic and Northeast beginning Friday.

Why it matters: The storm will bring an array of hazards, from zero visibility amid hurricane force wind gusts and heavy snow to coastal flooding that will erode vulnerable beaches and threaten coastal property from the Jersey shore to coastal Massachusetts.

You’ve caught up. Now what?

Sign up for Mike Allen’s daily Axios AM and PM newsletters to get smarter, faster on the news that matters.

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!