Hi from Providence, R.I., where I am in town to moderate two interviews at the National Governors Association meeting. Speaking of which, we have guests. Login is going out to the NGA conference attendees today and Monday, so please make them feel welcome.
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:
Facts matter. It's a core tenet here at Axios and also a key principle of Steve Ballmer's effort to bring more data into political decision-making. Ballmer's USAFacts.org commissioned a Harris Poll study that found 89% of respondents said most people only believe "facts that fit their beliefs," but nearly an equal number (88%) believe that a more informed debate would be possible in the country if people used the same data.
Some key findings:
Looking ahead: I'll be interviewing Ballmer at the NGA meeting on Saturday.
It was a busy week for consumer advocacy groups. After rallying grassroots forces around net neutrality earlier in the week, some of the same groups told Attorney General Jeff Sessions in a letter that the Justice Department should flat out reject AT&T's plan to buy Time Warner.
Their reasoning: Their support of net neutrality and opposition of the merger touch on the same fear — that big telecom and media companies will have too much control over how content is distributed and an irresistible incentive to favor their own content over their competitors.
Reality check: Despite the advocacy and Trump's populist views on big media, the DOJ is widely expected to approve the merger because the two companies don't directly compete. The big question is whether it will require a spin-off (CNN, perhaps?) or some other condition. Rivals of the companies may push for conditions, too, but aren't expected to push for outright rejection, since that might jeopardize their own potential merger plans.
The Emmys are starting to cut the cord too, Sara Fischer reports.
Streaming companies including Netflix, Amazon, and Hulu snagged nearly a third of the Emmy nominations this year, the most ever awarded to tech companies. That's up from 91 nominations for streamers in 2016.
Why it matters: Streaming companies are pouring billions of dollars into content (around $4.5 billion this year for Amazon and Hulu and $6 billion for Netflix) and it's paying off. Earlier this year, Amazon and Netflix both took home Oscars, the first time for any tech company.
One of the best things about spending so much time at San Francisco International Airport is the rotating museum exhibits in its terminals.
One current exhibition is especially on topic for me as it focuses on the original laptop: the typewriter. I'm a fan of the increasingly antiquated machines. The exhibit features the machines used by writers Ray Bradbury, Ernest Hemingway, Orson Welles, and Tennessee Williams along with a whole range of iconic typewriters.
But the thing I found most fascinating were the Japanese and Chinese typewriters, each of which had to find a way to cram in thousands of characters, as compared to English's 26 letters. The photo above is a 1940 Nippon Typewriter model from Japan, whose large, sliding tray had room for 2,450 individual type slugs.
On tap: As mentioned, the National Governors Association is meeting in Providence. In addition to interviewing Ballmer on Saturday, I'll also be talking cybersecurity later today with Virginia Gov. Terry McAuliffe. Elon Musk is scheduled to speak at the conference on Saturday.
Trading places: Facebook has brought on former Pinterest and Groupon executive Gene Alston as VP of marketing partnerships, Login has confirmed. Alston started at Facebook this week...Mike George, a 20-year Amazon veteran who most recently helped lead work on Alexa and Echo, is leaving the company, according to GeekWire...Steve Whitmire, the muppeteer behind Kermit the Frog, says he was fired by Disney. Whitmire voiced the amphibian for nearly three decades after being handpicked by Jim Henson.
ICYMI: DraftKings and FanDuel are scrapping merger plans after federal regulators moved to block the deal over antitrust concerns...Facebook is planning to have a $200 version of its Oculus VR headset by next year, per Bloomberg...The BBC is ending a long partnership with ABC and teaming up with rival CBS...Vertu, the luxury cell phone brand once owned by Nokia, is shutting down after its latest strategy shift failed to produce a turnaround.