The challenges of using machine learning to identify gender in images
This essay on the lessons we learned about deep learning systems and gender recognition is one part of a three-part examination of issues relating to machine vision technology.
This essay on the lessons we learned about deep learning systems and gender recognition is one part of a three-part examination of issues relating to machine vision technology.
The ability of governments and law enforcement agencies to monitor the public using facial recognition was once the province of dystopian science fiction. But modern technology is increasingly bringing versions of these scenarios to life.
A computer can be trained to predict whether an image shows a man or a woman. Can you identify which parts of the face are most essential to the computer’s decision?
Around six-in-ten Democrats support increased spending for scientific research, compared with 40% of Republicans, a gap that has grown over time.
As debates over abortion continue in states around the country, a majority of Americans (61%) continue to say that abortion should be legal in all (27%) or most (34%) cases.
We explored how Americans feel about the tenor of debate in the country in a recent major survey about U.S. political disource. Here's how we did it.
A majority of Democratic voters who prefer one of the presidential candidates are excited about several candidates vying for the party's nomination. Far fewer are enthused only by their first choice.
Most continue to favor legal status for undocumented immigrants
Most Democrats think scientists should take an active role in policy debates, while 56% of Republicans say they should focus on establishing sound scientific facts.
Well before the 2020 election, many U.S. social media users are already exhausted by how many political posts they see on these platforms.
Amid shifts in demographics and partisan allegiances, registered voters are now evenly split between the Democratic Party and the GOP.
Americans’ views of politics and elected officials are unrelentingly negative, with little hope of improvement on the horizon. 65% of Americans say they always or often feel exhausted when thinking about politics. By contrast, just 10% say they always or often feel hopeful about politics.
Pew Research Center’s political typology provides a roadmap to today’s fractured political landscape. It organizes the public into nine distinct groups, based on an analysis of their attitudes and values. Even in a polarized era, the 2021 survey reveals deep divisions in both partisan coalitions.
Partisanship remains the strongest factor dividing the American public. Yet there are substantial divisions within both parties on fundamental political values, views of current issues and the severity of the problems facing the nation.