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.