The deep malevolence that drives Trump's behavior has now been laid bare

President Donald Trump pauses during the 9/11 Observance Ceremony at the Pentagon in Washington, D.C., Sept. 11, 2017. During the Sept. 11, 2001, attacks, 184 people were killed at the Pentagon. To the left is first lady Melania Trump, and to the right are Secretary of Defense Jim Mattis and Chairman of the Joint Chiefs of Staff Gen. Joseph Dunford. (DOD photo by Navy Petty Officer 1st Class Dominique A. Pineiro)

It figures that Bob Woodward, the man who helped to take down Richard Nixon 45 years ago, would follow up with a big book about Nixon's natural heir to the presidency, Donald Trump. Just as Nixon was undone by tape recordings he foolishly made to document his own corruption, so too Trump foolishly allowed himself to be recorded by Woodward. That's what sets Woodward's book "Rage" apart from all the other Trump books that have come before: We can hear the quotes in Trump's own voice, so he can't get away with calling it fake news.

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Imagine you've forgotten once again the difference between a gorilla and a chimpanzee, so you do a quick Google image search of “gorilla." But instead of finding images of adorable animals, photos of a Black couple pop up.

Is this just a glitch in the algorithm? Or, is Google an ad company, not an information company, that's replicating the discrimination of the world it operates in? How can this discrimination be addressed and who is accountable for it?

“These platforms are encoded with racism," says UCLA professor and best-selling author of Algorithms of Oppression, Dr. Safiya Noble. “The logic is racist and sexist because it would allow for these kinds of false, misleading, kinds of results to come to the fore…There are unfortunately thousands of examples now of harm that comes from algorithmic discrimination."

On At Liberty this week, Dr. Noble joined us to discuss what she calls “algorithmic oppression," and what needs to be done to end this kind of bias and dismantle systemic racism in software, predictive analytics, search platforms, surveillance systems, and other technologies.

What you can do:
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