Sign up for our daily briefing

Make your busy days simpler with Axios AM/PM. 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 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 Twin Cities

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Tampa Bay news in your inbox

Catch up on the most important stories affecting your hometown with Axios Tampa Bay

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Charlotte news in your inbox

Catch up on 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!

Please enter a valid email.

Please enter a valid email.

Subscription failed
Thank you for subscribing!

Lazaro Gamio / Axios

Artificial intelligence algorithms can indeed create a world that distributes resources more efficiently and, in theory, can offer more for everyone.

Yes, but: If we aren't careful, these same algorithms could actually lead to greater discrimination by codifying the biases that exist both overtly and unconsciously in human society. What's more, the power to make these decisions lies in the hands of Silicon Valley, which has a decidedly mixed record on spotting and addressing diversity issues in its midst.

Airbnb's Mike Curtis put it well when I interviewed him this week at VentureBeat's MobileBeat conference:

"One of the best ways to combat bias is to be aware of it. When you are aware of the biases then you can be proactive about getting in front of them. Well, computers don't have that advantage. They can't be aware of the biases that may have come into them from the data patterns they have seen."

Dig deeper: It also matters what the algorithms are optimizing for. Airbnb, in general, is looking to train its algorithms to learn what factors are most likely to lead to a positive experience for guests when they make their reservation. However, a customer with a racial bias, for example, may be more satisfied when they see only white hosts. But to further Airbnb's goal of an open, non-discriminatory platform, the company has to both recognize this issue, choose to prioritize non-discrimination, and then program accordingly.

Concern is growing:

  • The ACLU has raised concerns that age, sex, and race biases are already being codified into the algorithms that power AI.
  • ProPublica found that a computer program used in various regions to decide whom to grant parole would go easy on white offenders while being unduly harsh to black ones.
  • It's an issue that Weapons of Math Destruction author Cathy O'Neil raised in a popular talk at the TED conference this year. "Algorithms don't make things fair," she said. "They automate the status quo."

Go deeper

15 mins ago - Politics & Policy

McConnell drops filibuster demand, paving way for power-sharing deal

Senate Majority Leader Chuck Schumer (R) and Minority Leader Mitch McConnell attend a joint session of Congress. Photo: Olivier Douliery/AFP via Getty Images

Senate Minority Leader Mitch McConnell has abandoned his demand that Democrats state, in writing, that they would not abandon the legislative filibuster.

Between the lines: McConnell was never going to agree to a 50-50 power sharing deal without putting up a fight over keeping the 60-vote threshold. But the minority leader ultimately caved after it became clear that delaying the organizing resolution was no longer feasible.

Scoop: Google won't donate to members of Congress who voted against election results

Sen. Ted Cruz led the group of Republicans who opposed certifying the results. Photo: Stefani Reynolds/Pool/AFP via Getty Images

Google will not make contributions from its political action committee this cycle to any member of Congress who voted against certifying the results of the presidential election, following the deadly Capitol riot.

Why it matters: Several major businesses paused or pulled political donations following the events of Jan. 6, when pro-Trump rioters, riled up by former President Trump, stormed the Capitol on the day it was to certify the election results.

2 hours ago - Politics & Policy

Minority Mitch still setting Senate agenda

Illustration: Aïda Amer/Axios

Chuck Schumer may be majority leader, yet in many ways, Mitch McConnell is still running the Senate show — and his counterpart is about done with it.

Why it matters: McConnell rolled over Democrats unapologetically, and kept tight control over his fellow Republicans, while in the majority. But he's showing equal skill as minority leader, using political jiujitsu to convert a perceived weakness into strength.