Posts tagged algorithms
Something really is wrong on the Internet. We should be more worried. The Washington Post

“Something is wrong on the internet,” declares  trending in tech circles. But the issue isn’t Russian ads or Twitter harassers. It’s children’s videos.

The piece, by tech writer James Bridle, was published on the heels of a report from the New York Times that described disquieting problems with the popular YouTube Kids app. Parents have been handing their children an iPad to watch videos of Peppa Pig or Elsa from “Frozen,” only for the supposedly family-friendly platform to offer up some disturbing versions of the same. In clips camouflaged among more benign videos, Peppa drinks bleach instead of naming vegetables. Elsa might appear as a gore-covered zombie or even in a sexually compromising position with Spider-Man.

The phenomenon is alarming, to say the least, and YouTube has said that it’s in the process of implementing new filtering methods. But the source of the problem will remain. In fact, it’s the site’s most important tool — and increasingly, ours.

YouTube suggests search results and “up next” videos using proprietary algorithms: computer programs that, based on a particular set of guidelines and trained on vast sets of user data, determine what content to recommend or to hide from a particular user. They work well enough — the company claims that in the past 30 days, only 0.005 percent of YouTube Kids videos have been flagged as inappropriate. But as these latest reports show, no piece of code is perfect

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Ethics, AI, Children, Bias, Biased DecisionsBrigitte BellanWashington Post, Christine Emba, algorithms, you Tube, Machine Learning
Biases in Algorithms - Cornell University Blog

http://www.pewinternet.org/2017/02/08/theme-4-biases-exist-in-algorithmically-organized-systems/

In class we have recently discussed how the search algorithm for Google works. From the very basic material that we learned about the algorithm, it seems like the algorithm is resistant to failure due to its very systematic way of organizing websites. However, after considering how it works, is it possible that the algorithm is flawed? More specifically, how so from a social perspective?

Well, as it turns out, many algorithms are indeed flawed- including the search algorithm. The reason being is that algorithms are ultimately coded by individuals who inherently have biases. And although there continues to be a push for the promotion of people of color in STEM fields, the reality at the moment is that the majority of people in charge of designing algorithms are White males.

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Bias, Academic, Gender Bias, StereotypesBrigitte BellanBias, algorithms, Cornell
Diversity in the Robot Reporter Newsroom

The Associated Press recently announced a big new hire: A robot reporter from Automated Insights (AI) would be employed to write up to 4,400 earnings report stories per quarter. Last year, that same automated writing software produced over 300 million stories — that’s some serious scale from a single algorithmic entity.

So what happens to media diversity in the face of massive automated content production platforms like the one Automated Insights created? Despite the fact that we’ve done pretty abysmally at incorporating a balance of minority and gender perspectives in the news media, I think we’d all like to believe that by including diverse perspectives in the reporting and editing of news we fly closer to the truth. A silver lining to the newspaper industry crash has been a profusion of smaller, more nimble media outlets, allowing for far more variability and diversity in the ideas that we’re exposed to.

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AI, Transparency, Gender BiasBrigitte Bellanalgorithms, bots, Robots, computational journalism, Nick Diakopoulos