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Axios Managing Editor Kim Hart hosts 25 technology and policy experts at DC's Unconventional Diner. Photo: Lawrence Jackson for Axios

Axios Managing Editor Kim Hart led a July 18th roundtable discussion on ethics and bias in new technologies and the responsibilities that fall to government, the private sector and individuals.     

The big picture: Guests offered cross-sector perspectives on how explainability, accountability and transparency fit into tech responsibility.

Be smart: Explainability is the key to ethical artificial intelligence, it’s “teaching the computer to explain its decision making," according to Axios' Ina Fried.

Former FTC Commissioner Terrell McSweeny shares her perspective. Photo: Lawrence Jackson for Axios

Former FTC Commissioner Terrell McSweeny weighed in on the issue of explainability: “Not every consumer is going to need to understand every aspect of how this tech works. But… companies have to organize themselves and govern because explainability is not just for users, it’s also for the regulators and the enforcers. There comes a point where saying ‘I don’t know why it did that’ is not going to be an acceptable answer.’”

Georgetown's Laura Moy talks tech accountability. Photo: Lawrence Jackson for Axios

Laura Moy, deputy director of Georgetown Law’s Center on Privacy and Technology, on expanding the frame of thinking:

“We must look at accountability more broadly. Things like outcome audits are important for regulators and companies to find out if there is bias in an AI design.”

What’s next: The conversation dove into how the federal government and tech companies should balance responsibility when regulating new technologies like AI.

IBM's Michael Hind discusses bias in technology. Photo: Lawrence Jackson for Axios

Michael Hind, a Distinguished Research Staff Member at IBM, underlined the need for tech companies to improve their tools to fix bias in data and help explain decisions.

Klon Kitchen, a Senior Research Fellow at the Heritage Foundation, stressed that our current system is set up for “stability, not agility” and challenged the private sector to take an “active approach to identifying working ways forward for self-regulating best practices.”  

Nicholas Degani, Special Counselor to the FCC Chairman, on innovation today: “Our market rewards output explainabilites. Consumers need to know what’s inside the box…what can it do and why people are using the product. The things that made Apple so great is that… the product did exactly what you wanted it to do, when you wanted it to do it.”

The other side: Guests also discussed the impact of artificial intelligence on the human experience, including how technology can enable discriminatory practices.

Natasha Durate, the AI Lead for the Center for Democracy & Technology, reminded guests to question who AI works for and challenge the bias against those without access to the interface.

Thank you IBM for sponsoring this event.

Go deeper

4 hours ago - Politics & Policy

First look: The LCV's $4M ad buy

A screenshot from a new League of Conservation Voters ad supporting Rep. Stephanie Murphy.

The League of Conservation Voters and Climate Power are aiming another $4 million worth of ads at centrist House Democrats, urging them to support the climate provisions in President Biden’s $3.5 trillion budget reconciliation package, Axios has learned.

Why it matters: Progressive groups are trying to counter the onslaught of conservative money pouring into swing districts. Both sides are trying to define Biden’s Build Back Better Agenda and pressure lawmakers to support — or oppose — the legislation scheduled for a vote in the House this week.

4 hours ago - Politics & Policy

Shutdown Plan B

Illustration: Sarah Grillo/Axios

The Senate will hold a futile vote Monday night — just 72 hours before a potential shutdown — on a House-passed bill to fund the government through Dec. 3 and raise the debt limit.

Why it matters: The bill is going to fail. Period. But then comes Plan B: A "clean" continuing resolution — stripped of language about raising the debt limit — that Democrats spent the past week preparing, Axios is told.

Glenn Youngkin's play: Forever- and Never-Trumpers

Glenn Youngkin in Harrisonburg, Virginia, on Friday. Photo: Win McNamee/Getty Images

Standing on a flatbed hitched to a John Deere tractor in red Rockingham County, Virginia, Glenn Youngkin decried California liberalism and bashed his rival, Terry McAuliffe. He also encouraged early voting. Two words he avoided: Donald Trump.

Driving the news: Youngkin, the Virginia Republican gubernatorial nominee, is mounting a serious challenge to McAuliffe — a former governor and veteran of Democratic politics. Axios caught up with him on Friday in Harrisonburg, Virginia.