Get the latest market trends in your inbox

Stay on top of the latest market trends and economic insights with the Axios Markets newsletter. 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!

Denver news in your inbox

Catch up on 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!

Des Moines news in your inbox

Catch up on the most important stories affecting your hometown with Axios Des Moines

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Minneapolis-St. Paul news in your inbox

Catch up on the most important stories affecting your hometown with Axios Minneapolis-St. Paul

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Tampa-St. Petersburg news in your inbox

Catch up on the most important stories affecting your hometown with Axios Tampa-St. Petersburg

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!

Marcio Jose Sanchez / AP

The job of teaching is often cited as one that won't be replaced by artificial intelligence. But according to Joseph Qualls, an AI researcher at the University of Idaho, education, especially the early-childhood variety, is ripe for transformation through AI.

The money quote: "I see people starting to interact with AI when they're very young. It could be in the form of a teddy bear that begins to build a profile of you, and that profile can help guide how you learn throughout your life," he tells Smithsonian Magazine. "From the profile, the AI could help build a better educational experience. That's really where I think this is going to go over the next 10 to 20 years."

Ethical concerns: Qualls says that we should be careful about implementing AI in the education system, so that students aren't pigeonholed. For instance, "[the AI program] tells me my child has a tendency to be very mathematically oriented, but she also shows an aptitude for drawing," Qualls says. "Based on the data it has, the machine applies a weight to certain things about this person. And, we really can't explain why it does what it does. That's why I'm always telling people that we have to build this system in a way that it doesn't box a person in."

The role of the teacher: Qualls says that in the future, teachers will serve as monitors of AI systems that develop personalized curricula. "They'll become more data scientists who understand the AI and can evaluate the data about how students are learning," he says. " You're going to need someone who's an expert watching the data and watching the student. There will need to be a human in the loop for some time, maybe for at least 20 years."

Go deeper

Biden's Day 1 challenges: The immigration reset

Illustration: Aïda Amer/Axios

President-elect Biden has an aggressive Day One immigration agenda that relies heavily on executive actions to undo President Trump's crackdown.

Why it matters: It's not that easy. Trump issued more than 400 executive actions on immigration. Advocates are fired up. The Supreme Court could threaten the Deferred Action for Childhood Arrivals (DACA) program, and experts warn there could be another surge at the border.

10 hours ago - Sports

Broncos and 49ers the latest NFL teams impacted by coronavirus crisis

From left, Denver Broncos quarterbacks Drew Lock, Brett Rypien and Jeff Driskel during an August training session at UCHealth Training Center in Englewood, Colorado. Photo: Justin Edmonds/Getty Images

The COVID-19 pandemic has thrown the NFL season into chaos, with all Denver Broncos quarterbacks sidelined, the San Francisco 49ers left without a home or practice ground and much of the Baltimore Ravens team unavailable, per AP.

Driving the news: The Broncos confirmed in a statement Saturday night that quarterbacks Drew Lock, Brett Rypien and Blake Bortles were identified as "high-risk COVID-19 close contacts" and will follow the NFL's mandatory five-day quarantine, making them ineligible for Sunday's game against New Orleans.

Updated 14 hours ago - Politics & Policy

Coronavirus dashboard

Illustration: Sarah Grillo/Axios

  1. Health: WHO: AstraZeneca vaccine must be evaluated on "more than a press release."
  2. Politics: McConnell temporarily halts in-person lunches for GOP caucusColorado Governor and partner test positive.
  3. Economy: Safety nets to disappear in DecemberAmazon hires 1,400 workers a day throughout pandemic.
  4. Education: U.S. public school enrollment drops as pandemic persists.
  5. Cities: Surge in cases forces San Francisco to impose curfew — Los Angeles County issues stay-at-home order, limits gatherings.
  6. Sports: NFL bans in-person team activities Monday as crisis engulfs league, Tuesday due to COVID-19 surge — NBA announces new coronavirus protocols.
  7. World: London police arrest more than 150 during anti-lockdown protests — Thailand, Philippines sign deal with AstraZeneca for vaccine.