Axios Profile picture
16 Oct, 12 tweets, 5 min read
💻📱🎮 RACE AND TECHNOLOGY IN AMERICA (🧵)

The technology industry is famously determined to change the world — but its efforts to diversify its workforce and remove bias from its products haven't changed nearly enough.
axios.com/race-and-techn…
The tech industry likes to cast its failure to diversify as a "pipeline problem" — one that would vanish if only more such people studied tech skills and entered the field.

But fixing the pipeline won't solve tech's race problem.
axios.com/fixing-pipelin…
The hard truth is that filling up the pipeline won't help, as long as employees keep quitting their jobs, being forced out or leaving the industry.

Critics say these work environments are rife with harassment and discrimination.
axios.com/fixing-pipelin…
📈 In the mid-2010s tech's biggest companies started publicly reporting diversity statistics, and the tale these annual numbers tell since then is one of progress — but very slow and very slight.

Go deeper: axios.com/tech-employmen…
🎮 A quarter of the 200+ million video games players in the United States are people of color.

But the executive ranks of the industry, as well as rank-and-file game development and the power players in games media, are less diverse.
axios.com/video-gaming-d…
Asians make up the majority of Silicon Valley's tech workforce at roughly 57%. Yet they're vastly underrepresented at the leadership level:

• 27% at Apple

• 40% at Google

• 25% at Facebook
axios.com/tech-asian-wor…
The industry’s rhetoric around Asians has long obscured disparities that affect Black and Latino workers. It also overlooks Asians’ precarious place in the system — and tech's long history of anti-Asian bias.
axios.com/tech-asian-wor…
💰 Tech's leading companies — like the rest of corporate America — responded to the murder of George Floyd by police in part by pledging to give big to racial justice groups.

Our analysis of these companies found that, by and large, Big Tech paid up.
axios.com/big-techs-dona…
From Palantir to Ring, to body cameras and GPS databases, technology has transformed policing — and incorporated the biases of its creators.

These advances can fight but also foster racial discrimination.
axios.com/technology-pol…
AI algorithms employed in everything from hiring to lending to criminal justice have a persistent and often invisible problem with bias.
axios.com/algorithmic-au…
One solution could be audits that aim to determine whether an algorithm is working as intended, whether it's disproportionately affecting different groups of people and, if there are problems, how they can be fixed.
axios.com/algorithmic-au…
📬Get more Hard Truths in your inbox by subscribing for free to Axios AM: axios.com/signup/am-pm

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More from @axios

15 Oct
WATCH: Axios managing editor for politics @margarettalev and future correspondent @bryanrwalsh discuss how advanced technologies are revolutionizing the military landscape, feat. @SenMarkKelly (D-Ariz.) and @PalantirTech's @DougPhilippone.

trib.al/XzEZm7l
@margarettalev @bryanrwalsh @SenMarkKelly @PalantirTech @DougPhilippone .@SenMarkKelly on using innovative technologies in the military: "I think you should think about this of us taking science, research, innovation, and bringing it to the warfighter, to the marine, to the airmen, the sailor and the soldier so we can maintain that superiority."
@margarettalev @bryanrwalsh @SenMarkKelly @PalantirTech @DougPhilippone .@SenMarkKelly on considering the ethical risks of using AI in warfare: "I think in general, we want to keep the person in the loop to try to avoid the mistakes. When we're making life and death situations, I don't think we want to turn that over to artificial intelligence."
Read 4 tweets
14 Oct
WATCH: @russcontreras unpacks how education systems are preparing their students for equal opportunity and sustained success in life after school, feat. @RepTeresaLF and @calstate Chancellor @JosephICastro.

trib.al/FY2SiJd
@RussContreras @RepTeresaLF @calstate @JosephICastro .@RepTeresaLF: "We always have to remember that these issues around education are connected to other issues about creating communities that can thrive."
@RussContreras @RepTeresaLF @calstate @JosephICastro .@JosephICastro: "I believe that we need to invest in our students. They are the next generation of leaders...and we need to make sure that they have food and housing, access to technology, all the tools necessary to be successful."
Read 4 tweets
13 Oct
🎯 💻 WATCH: Axios' @inafried + @margarethmcgill discuss the strategies that governments and industries are employing to protect against cyberattacks, feat. @SilveradoPolicy Chairman @DAlperovitch + @CISAgov Executive Director Brandon Wales.

twitter.com/i/broadcasts/1…
@inafried @margarethmcgill @SilveradoPolicy @DAlperovitch @CISAgov Brandon Wales: "I think that we are absolutely in an environment where we are facing both a concerted effort by nation-states to utilize cyber-related attacks to be prepared for future disruptions of our critical infrastructure...as well as criminal organizations using cyber..."
@inafried @margarethmcgill @SilveradoPolicy @DAlperovitch @CISAgov .@DAlperovitch on the recent rise in ransomware cyberattacks: "Ransomware has been a problem for a while now, but it certainly seems like the attacks have only accelerated, particularly in the last year or so."
Read 4 tweets
7 Oct
🩺 📺 WATCH: Axios' @margarettalev and @mmfernandez_ host a conversation on what's next for ensuring access to quality health care, feat. @RepRaulRuizMD and @DrMichelleBIO.

twitter.com/i/broadcasts/1…
@margarettalev @mmfernandez_ @RepRaulRuizMD @DrMichelleBIO .@RepRaulRuizMD On the obstacles that may prevent some people from getting a vaccine: "I can tell you, by far, it's not vaccine hesitancy. It is a lack of resources and know-how and being able to overcome the barriers that already exist in an underserved community..." Image
@margarettalev @mmfernandez_ @RepRaulRuizMD @DrMichelleBIO .@RepRaulRuizMD: "Diversity in trials will help motivate, empower institutions to recruit more minority populations, women and other understudied groups in order to ensure that when we do have a treatment or medication, that they also work for those individuals." Image
Read 4 tweets
7 Oct
NEW: Senate panel releases most detailed report yet on Trump's DOJ pressure campaign to overturn 2020 election results trib.al/UWqBMnz
Key findings:

1. Trump directly raised discredited claims of election fraud and asked why DOJ wasn't doing more to address them in at least nine calls and meetings with acting AG Jeffrey Rosen and/or Deputy AG Richard Donoghue. axios.com/trump-doj-pres…
2. White House chief of staff Mark Meadows asked Rosen to launch fraud investigations based on at least four unsubstantiated claims, including a conspiracy theory alleging that electoral data was changed in Italian facilities with the knowledge of the CIA. axios.com/trump-doj-pres…
Read 4 tweets
6 Oct
Facebook whistleblower Frances Haugen gave rare insight into the company’s operations during her Senate testimony.

Here are 4 takeaways from the hearing:

trib.al/YB0LAn8
1. Facebook knows that some of its platforms are harmful to certain populations, including teenagers — but targets them anyways, Haugen says.

During the hearing, she proposed increasing the minimum age for anyone using social media from 13 to 17.

axios.com/takeaways-face…
2. Democrats and Republicans both agree Facebook should be regulated — and Haugen called on lawmakers to make it happen.

axios.com/takeaways-face…
Read 5 tweets

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