
Safiya Noble on Search Engines
01/08/24 • 28 min
The work of human hands retains evidence of the humans who created the works. While this might seem obvious in the case of something like a painting, where the artist’s touch is the featured aspect, it’s much less obvious in things that aren’t supposed to betray their humanity. Take the algorithms that power search engines, which are expected to produce unvarnished and unbiased results, but which nonetheless reveal the thinking and implicit biases of their programmers.
While in an age where things like facial recognition or financial software algorithms are shown to uncannily reproduce the prejudices of their creators, this was much less obvious earlier in the century, when researchers like Safiya Umoja Noble were dissecting search engine results and revealing the sometimes appalling material they were highlighting.
In this Social Science Bites podcast, Noble -- the David O. Sears Presidential Endowed Chair of Social Sciences and professor of gender studies, African American studies, and information studies at the University of California, Los Angeles -- explains her findings, insights and recommendations for improvement with host David Edmonds.
And while we’ve presented this idea of residual digital bias as something somewhat intuitive, getting here was an uphill struggle, Noble reveals. “It was a bit like pushing a boulder up a mountain -- people really didn't believe that search engines could hold these kinds of really value-laden sensibilities that are programmed into the algorithm by the makers of these technologies. Even getting this idea that the search engine results hold values, and those values are biased or discriminatory or harmful, is probably the thrust of the contribution that I've made in a scholarly way.”
But through her academic work, such as directing the Center on Race & Digital Justice and co-directing of the Minderoo Initiative on Tech & Power at the UCLA Center for Critical Internet Inquiry and books like the 2018 title Algorithms of Oppression: How Search Engines Reinforce Racism, the scale of the problem and the harm it leaves behind are becoming known. Noble’s own contributions have been recognized, too, such as being named a MacArthur Foundation fellow in 2021 and the inaugural NAACP-Archewell Digital Civil Rights Award winner in 2022.
The work of human hands retains evidence of the humans who created the works. While this might seem obvious in the case of something like a painting, where the artist’s touch is the featured aspect, it’s much less obvious in things that aren’t supposed to betray their humanity. Take the algorithms that power search engines, which are expected to produce unvarnished and unbiased results, but which nonetheless reveal the thinking and implicit biases of their programmers.
While in an age where things like facial recognition or financial software algorithms are shown to uncannily reproduce the prejudices of their creators, this was much less obvious earlier in the century, when researchers like Safiya Umoja Noble were dissecting search engine results and revealing the sometimes appalling material they were highlighting.
In this Social Science Bites podcast, Noble -- the David O. Sears Presidential Endowed Chair of Social Sciences and professor of gender studies, African American studies, and information studies at the University of California, Los Angeles -- explains her findings, insights and recommendations for improvement with host David Edmonds.
And while we’ve presented this idea of residual digital bias as something somewhat intuitive, getting here was an uphill struggle, Noble reveals. “It was a bit like pushing a boulder up a mountain -- people really didn't believe that search engines could hold these kinds of really value-laden sensibilities that are programmed into the algorithm by the makers of these technologies. Even getting this idea that the search engine results hold values, and those values are biased or discriminatory or harmful, is probably the thrust of the contribution that I've made in a scholarly way.”
But through her academic work, such as directing the Center on Race & Digital Justice and co-directing of the Minderoo Initiative on Tech & Power at the UCLA Center for Critical Internet Inquiry and books like the 2018 title Algorithms of Oppression: How Search Engines Reinforce Racism, the scale of the problem and the harm it leaves behind are becoming known. Noble’s own contributions have been recognized, too, such as being named a MacArthur Foundation fellow in 2021 and the inaugural NAACP-Archewell Digital Civil Rights Award winner in 2022.
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Dimitris Xygalatas on Ritual
Most of us recognize the presence of ritual, whether in a religious observance, an athlete’s weird pre-competition tics, or even the cadence of our own morning ablutions. In general, most of these rituals are seen as harmless and probably a little unnecessary (or even silly). But according to cognitive anthropologist Dimitris Xygalatas, ritual often serves a positive purpose for individuals – synchronizing them with their communities or relieving their stress.
In this Social Science Bites podcast, Xygalatas defines for host David Edmonds what his research considers ritual, citing two important characteristics of ritual: causal opacity (such as rain dances not actually creating precipitation) and that the ritual matters, often greatly, to the participants. What isn’t ritual, he notes, is habit – although habits can veer into ritual/
“Utilitarian actions can become ritualized,” Xygalatas says, “and to that extent, they can be considered as rituals. So .. because I am a very avid consumer of coffee, when I get up in the morning, I always have to make a cup of coffee – [and] it always has to be in the same cup.”
Xygalatas then describes fieldwork he’s done on “high-intensity” rituals, ranging from firewalking in Spain or an “excruciating” annual religious procession in Mauritius. These efforts – part ethnography and part lab experiment – have given him unique insight into the results of jointly experienced ritual, much of which he detailed in his recent book, Ritual: How Seemingly Senseless Acts Make Life Worth Living. (In a blurb, Jane Goodall wrote the book shows “how and why our most irrational behaviors are a key driver of our success.”)
An associate professor in anthropology and psychological sciences at the University of Connecticut – where he heads the Experimental Anthropology Lab – Xygalatas also discusses the transdisciplinary scope of his work. This reflects his own roots in both anthropology and religious studies (he is a past president of the International Association for the Cognitive and Evolutionary Sciences of Religion).
Next Episode

Tejendra Pherali on Education and Conflict
Consider some of the conflicts bubbling or boiling in the world today, and then plot where education – both schooling and less formal means of learning – fits in. Is it a victim, suffering from the conflict or perhaps a target of violence or repression? Maybe you see it as complicit in the violence, a perpetrator, so to speak. Or perhaps you see it as a liberator, offering a way out a system that is unjust in your opinion. Or just maybe, its role is as a peacebuilder.
Those scenarios are the framework in which Tejendra Pherali, a professor of education, conflict and peace at University College London, researches the intersection of education and conflict. In this Social Science Bites podcast, Pherali discusses the various roles education takes in a world of violence.
“We tend to think about education as teaching and learning in mathematics and so forth,” he tells interviewer David Edmonds. “But numeracy and literacy are always about something, so when we talk about the content, then we begin to talk about power, who decides what content is relevant and important, and for what purpose?”
Pherali walks us through various cases outlining the above from locales as varied as Gaza, Northern Ireland and his native Nepal, and while seeing education as a perpetrator might seem a sad job, his overall work endorses the value and need for education in peace and in war.
He closes with a nod to the real heroes of education in these scenarios.
“No matter where you go to, teachers are the most inspirational actors in educational systems. Yet, when we talk about education in conflict and crisis, teachers are not prioritized. Their issues, their lack of incentives, their lack of career progression, their stability in their lives, all of those issues do not feature as the important priorities in these programs. This is my conviction that if we really want to mitigate the adverse effects of conflict and crisis on education of millions of children, we need to invest in teachers.”
A fellow of the Academy of Social Sciences and of the Higher Education Academy, he is a co-research director of Education Research in Conflict and Crisis and chair of the British Association for International and Comparative Education.
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