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Axios' Ina Fried and Rep. Yvette Clarke (D-N.Y.). Photo: Axios

Tech companies that "crack the code on ultimately having true, inclusive decision making will win in the end," Rep. Yvette Clarke (D-N.Y.) told Axios at a virtual event on Wednesday.

Why it matters: Biases seen in the algorithms created by tech companies to test how AI can moderate hate speech, eliminate cash bail, grade university-entrance exams, or approve bank loans often originate from the biases of the humans creating them.

What she's saying: "Because we know what bias creates in our society, the inequity. And it's very clear that we've reached a point where that is given wide recognition across civil society," she said.

  • "Those who are stuck in the past will be left there and those who understand the significance of having decision making that is reflective of the consumer base of the society in which we live will ultimately be those that flourish and know."
  • "I really want to make sure that the public is educated and informed, because with that, we're armed with the tools to make the changes that need to be made. And we also hold the companies accountable for the ways in which they perpetuate harm in certain respects and reward where they're doing good."

Watch the full event here.

Go deeper

Updated Jan 27, 2021 - Axios Events

Watch: Global data-driven change

On Thursday, January 27, Axios' Ina Fried hosted a conversation on the social impact of Big Data, featuring Rep. Yvette Clarke (D-N.Y.) and former U.S. chief technology officer and founder and CEO of shift7, Megan Smith.

Megan Smith. unpacked how data can help solve some of the biggest equity issues across our economy and society today, and the importance of having everyone at the table.

  • On solving social issues that are exacerbated by new technologies: "It's just not for the tech community to decide [how to fix this] on behalf of all of us, especially because they face extraordinary bias in their hiring practices and their teams' dismissiveness of people who are not of a certain group."
  • On how the government should approach solving problems that cross technological and policy divides: "The key there is less about what and more about who. Who is in the government teams, who is actually in the tech teams? Are they more balanced? How do we get more of society at the table together so that we're more fluent as we work on this?"

Rep. Yvette Clarke highlighted the risks and rewards of using Big Data, as well as the shared responsibility of the public and private sectors to keep the public informed.

  • On how algorithms can amplify existing biases: "[Big Data] can be great in making advances in our civil society. The other side is it can become a mirror of some of the inequities that exist in the real world...and that reflection can be programmed into algorithms."
  • On a balanced approach to technology regulation: "I really want to make sure that the public is educated and informed...[That] we also hold the companies accountable for the ways in which they perpetuate harm in certain respects and reward where they're doing good."

Axios' Chief People Officer Dominique Taylor hosted a View from the Top segment with Intel Executive Vice President and Chief People Officer Sandra Rivera to discuss collaboration and creating change from within the tech industry.

  • "We have convened other industry leaders to really drive meaningful, lasting change forward. This is such a big challenge and opportunity. It doesn't really work that any one company can do [it] alone: We take our role in terms of leading that work by participating, collaborating with other tech giants."

Thank you Intel for sponsoring this event.

Bryan Walsh, author of Future
4 mins ago - Technology

AI could end foreign-language subtitles

Illustration: Shoshana Gordon/Axios

AI companies are developing methods to translate and synthesize voices in ads, movies and TV.

Why it matters: The advances in voice synthesis could help fix bad movie dubbing — and they come as international content is becoming increasingly important to studios and streaming platforms as part of the globalization of entertainment.

Bryan Walsh, author of Future
Updated 9 hours ago - Technology

A dark view of the future of autonomous weapons

A still from the video "If Human: Kill ( )." Image: Future of Life Institute

A new short film warns of the coming risks posed by the development and proliferation of lethal autonomous weapons.

Why it matters: Drones with the ability to autonomously target and kill without the assistance of a human operator are reportedly already being used on battlefields, and time is running out to craft a global ban of what could be a destabilizing and terrifying new class of weapon.