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Black College Students Lead Movement to Eliminate Bias in Tech
NNPA NEWSWIRE — “Civics of technology derives from a lot of related concepts, but it’s about how we can use technology to further civic engagement, the democratic process, and social justice — especially anything that will galvanize a group of individuals to create social good,” Cierra Robson, associate director of the Ida B. Wells Just Data Lab, explained.
The post Black College Students Lead Movement to Eliminate Bias in Tech first appeared on BlackPressUSA.

By Nadira Johnson | Word in Black | The Afro
From self-driving cars that can’t detect folks with darker skin to keep from running them over, to digital assistants like Siri that have trouble understanding non-White accents, technology is biased, and it is hurting Black folks.
“A lot of people will look toward technology as the end all, be all solution to a lot of social issues, but often social issues are not solved by technology, and technology often exacerbates these social issues,” said Cierra Robson, associate director of the Ida B. Wells Just Data Lab which brings students, educators, and activists together to develop creative approaches to data conception, production, and circulation.
Founded in 2018 and led by Ruha Benjamin, a sociologist and professor in the Department of African American Studies at Princeton University, the lab focuses on finding ways to “rethink and retool the relationship between stories and statistics, power and technology, data and justice.”
“Civics of technology derives from a lot of related concepts, but it’s about how we can use technology to further civic engagement, the democratic process, and social justice — especially anything that will galvanize a group of individuals to create social good,” Robson explained.
In her role at the lab, Robson works closely with Princeton students on a variety of projects that look at how technology bias is contributing to bias in all areas of our lives, from healthcare, to labor, and education.
Robson first became passionate about finding solutions to biased technology after learning about how the issue leads to violent over-policing.
“When I was an undergrad at Princeton, I had access to this entire wealth of resources that was kind of stuck in the university,” Robson said. “One of the biggest things that I wanted to do when the labs started in the summer of 2020 was figure out a way to get those resources from Princeton into the community, to people who needed them.”
And people do need this information, desperately, because biased technology is killing Black and Brown folks and contributes to higher rates of incarceration and injustice.
“Predictive policing technologies — there’s a whole bunch of them — but one of the ones I focus on a lot is that it predicts where crime is likely to happen in a given city, and that prompts police to go be deployed in those areas so that they can catch whatever crime might happen there,” Robson said. “What they base that data on is an algorithm that uses data on historic police interaction, but no one really stops to think that those historic police interactions are colored by all sorts of discriminatory processes.”
Robson points out that a recent study conducted by Aaron Chalfin, a criminologist at the University of Pennsylvania, found that in Southern cities with large Black populations the homicide rate did not change when more police presence was added. But, more officers made arrests for low-level offenses like alcohol-related infractions, “which are not typically seen as contributing to public safety.”
“The fact is that Black communities are historically over-policed even before the advent of these technologies and algorithms,” Robson explained. “When you feed the data that focuses on arrests only in Black communities into an algorithm that predicts where crime is likely to happen, what you are going to get out of it is that crime only happens in Black and Brown neighborhoods when that’s not true.
“As a result,” Robson said. “Police are deployed overwhelmingly to Black and Brown neighborhoods, and it creates this cycle where more data is being created because there are more police there. This obviously has negative impacts on people’s lives. From the waves of violent policing that we’ve seen for quite some time, it’s evident why you would not want police in your community all the time. There has also been chronic over-policing and under-protection. Just because police are in a neighborhood, does not equate to greater safety in that neighborhood.”
Through her work with the lab and the Civics of Technology conference, Robson hopes to inspire more students to ask critical questions about how data is sourced and how technology is used in Black and Brown communities so that they can use their newfound knowledge to create better practices in whatever fields of work and study they choose to venture in to.
“A lot of them will end up in politics, in the tech industry, as lawyers, doctors, and all sorts of things,” Robson said. “One of the best things that comes out of teaching students of all kinds about this work is that it ripples out in every single environment in our daily lives, whether that be the law, whether that be healthcare, whether that be worker justice and labor.”
Participants in the Ida B. Wells Just Data Lab might go on to earn a doctorate degree or work in the tech industry, but that isn’t required. Robson says if they end up working in another industry entirely, she wants students to be “able to take some of the tools that we teach them about — about fair design practices and questioning what it really means to have something be objective or questioning what it really means for something to be data-driven — into whatever area they’re going into in the future. Hopefully, if we can create enough students to do that, we are creating a new generation with a new awareness so that people are thinking twice about the technologies that they deploy and the data that they use in every area.”
To that end, in early August, the student members of the lab participated in Civics of Technology, a free, two-day virtual conference designed to bring the knowledge they’ve acquired while participating in the lab to the greater public.
Technology and education justice
During the virtual conference, Collin Riggins, a junior at Princeton and a research associate at the lab, and Payton Croskey, a senior at Princeton and creative content director for the lab, led “Reimagining Education Justice: Practices and Tools for Tech Freedom Schools,” a workshop which focused on education justice — from early childhood to college and beyond the traditional classroom. Their goal was to determine how technology can be used to promote better education practices for diverse students if it is used properly.
“The theme for this summer’s convention is Freedom Schools,” Croskey said, “Freedom Schools is where all of the research groups and products stem from. We are rooting ourselves in history before we try to build something new for the future.”
Freedom Schools were created in 1964 as entirely new schools specifically designed for the education and advancement of Black students. Supporters of these schools believed in paying attention to and meeting the unique needs of each individual child. Bringing that concept into the present day, Croskey and Riggins say that if we want to eliminate bias in education, we must similarly listen to and respond to the needs of the communities we wish to serve with technology.
We need to shift to “Thinking how we can build technology and community with those that the technology is seeking to serve,” Croskey said. “If we are building technology for young Black students in New York City, and we are saying that this is going to help them learn, then they also need to be part of that conversation and need to be included in that design.
“Technology is not going to be one size fits all,” Croskey said. “Especially in the education field, technology is going to need to be curated for a specific group and specific environments. Not pushing this one model that everyone needs to follow.”
“Although our goals are revolutionary, our work spawns from a long tradition of Black radical education,” Collins added. “We’re looking at the Freedom Schools, which decided in the summer of 1964 to create entirely different schools for Black students so they could learn frameworks for how to resist and how to function in daily life.”
“Across any institution, and even maybe across the world in general, there is a fixed approach to how you engage with technology,” Collins said. “One of the things the Lab does beautifully is allow people from different backgrounds and disciplines to come together in conversation. This has been very radical to me, especially at an institution like Princeton, which is very tech-driven and quantitatively driven. It’s nice to be able to engage with these concepts through art, or through storytelling, or through speculative fiction, and that not only be accepted but embraced. That inclusivity is rare.”
The two students have also used their time in the lab to focus on the use of surveillance in schools, which has significantly increased given the rising rates of school shootings. Although surveillance may prove useful in keeping some students safe from shooters, Croskey worries this will prove dangerous for Black students and students from other marginalized backgrounds.
“There is a lot of surveillance being used these days with the rise of school shootings. There is a lot of data being collected and a lot of tracking done on students who do not have the power to consent,” Croskey said. In addition, there are “Parents who are not being given the power to truly consent because they are not being given full explanations about how this data is being used or where it will be sent to.”
Their hope is that technology can be reimagined in a way that is “curated for a specific group and specific environments. Not pushing this one model that everyone needs to follow,” Croskey explains.
Connecting technological and environmental justice
It’s been a boiling hot summer with historic droughts ravaging the globe, but many people don’t often think about the connections between technology and environmental justice.
“When you look into it, there are a lot of ways that the technologies that we are using can be harmful to the environment,” said Kenia D. Hale, a fellow at Princeton’s Center for Information Technology. During the Civics of Technology conference, Hale, who is also a graduate of Yale University, led “Reimagining Environmental Justice: Practices and Tools for Tech Freedom Schools,” a session that explored the intersection of the two topics.
Hale says that although the energy needed for a single internet search or email is small, there are approximately 4.1 billion people, or 53.6 percent of the global population, who now use the internet, and the associated greenhouse gasses emitted with each online activity can add up. It turns out that the carbon footprint of our gadgets, the internet, and the systems supporting them account for about 3.7 percent of global greenhouse emissions. This is similar to the amount produced by the airline industry globally.
“I wanted to figure out ways to challenge the idea that technology is automatically better for the environment and spreading more awareness about the ways it can be quite harmful. People think there is no physical impact, but there is actually a lot of physical impact,” said Hale. “You can’t do anything without a laptop, so this isn’t to shame people into not buying one, but more so to spread awareness. Get engaged with the environmental organizations and activist groups that are in your city. It’s better to be more proactive in getting organized with our communities on how to collectively combat these things.”
Hale says that some questions that folks should be asking themselves when determining the environmental impact of a technological tool are who is mining the materials that go into your car, computer, or smartphone, and does the company that makes this product overly contribute to global pollution?
Learning more about the effects of technology on our lives
To learn more about how to spot technology bias and how to advocate for better data sourcing practices in your community, the lab’s research and resources page lists plenty of useful information.
In addition, the lab’s founder and director, Ruha Benjamin, has written extensively about the connections between technology and inequality. Her 2019 book “Race After Technology: Abolitionist Tools for the New Jim Code” explores how new technologies are framed as “benign and pure,” even though they perpetuate social inequities. The book, which was a 2020 winner of the Oliver Cromwell Cox Book Award (for anti-racist scholarship) from the American Sociological Association Section on Race & Ethnic Minorities also shares ideas on how we can combat these inequities.
In addition, “Black Power: The Politics of Liberation, by Kwame Ture and political scientist Charles V. Hamilton, which defines Black Power, presents insights into the roots of racism in the United States and suggests a means of reforming the traditional political process for the future through technology and other tools.
The post Black college students lead movement to eliminate bias in tech appeared first on AFRO American Newspapers.
The post Black College Students Lead Movement to Eliminate Bias in Tech first appeared on BlackPressUSA.
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Recently Approved Budget Plan Favors Wealthy, Slashes Aid to Low-Income Americans
BLACKPRESSUSA NEWSWIRE — The most significant benefits would flow to the highest earners while millions of low-income families face cuts

By Stacy M. Brown
BlackPressUSA.com Senior National Correspondent
The new budget framework approved by Congress may result in sweeping changes to the federal safety net and tax code. The most significant benefits would flow to the highest earners while millions of low-income families face cuts. A new analysis from Yale University’s Budget Lab shows the proposals in the House’s Fiscal Year 2025 Budget Resolution would lead to a drop in after-tax-and-transfer income for the poorest households while significantly boosting revenue for the wealthiest Americans. Last month, Congress passed its Concurrent Budget Resolution for Fiscal Year 2025 (H. Con. Res. 14), setting revenue and spending targets for the next decade. The resolution outlines $1.5 trillion in gross spending cuts and $4.5 trillion in tax reductions between FY2025 and FY2034, along with $500 billion in unspecified deficit reduction.
Congressional Committees have now been instructed to identify policy changes that align with these goals. Three of the most impactful committees—Agriculture, Energy and Commerce, and Ways and Means—have been tasked with proposing major changes. The Agriculture Committee is charged with finding $230 billion in savings, likely through changes to the Supplemental Nutrition Assistance Program (SNAP), also known as food stamps. Energy and Commerce must deliver $880 billion in savings, likely through Medicaid reductions. Meanwhile, the Ways and Means Committee must craft tax changes totaling no more than $4.5 trillion in new deficits, most likely through extending provisions of the 2017 Tax Cuts and Jobs Act. Although the resolution does not specify precise changes, reports suggest lawmakers are eyeing steep cuts to SNAP and Medicaid benefits while seeking to make permanent tax provisions that primarily benefit high-income individuals and corporations.
To examine the potential real-world impact, Yale’s Budget Lab modeled four policy changes that align with the resolution’s goals:
- A 30 percent across-the-board cut in SNAP funding.
- A 15 percent cut in Medicaid funding.
- Permanent extension of the individual and estate tax cuts from the 2017 Tax Cuts and Jobs Act.
- Permanent extension of business tax provisions including 100% bonus depreciation, expense of R&D, and relaxed limits on interest deductions.
Yale researchers determined that the combined effect of these policies would reduce the after-tax-and-transfer income of the bottom 20 percent of earners by 5 percent in the calendar year 2026. Households in the middle would see a modest 0.6 percent gain. However, the top five percent of earners would experience a 3 percent increase in their after-tax-and-transfer income.
Moreover, the analysis concluded that more than 100 percent of the net fiscal benefit from these changes would go to households in the top 20 percent of the income distribution. This happens because lower-income groups would lose more in government benefits than they would gain from any tax cuts. At the same time, high-income households would enjoy significant tax reductions with little or no loss in benefits.
“These results indicate a shift in resources away from low-income tax units toward those with higher incomes,” the Budget Lab report states. “In particular, making the TCJA provisions permanent for high earners while reducing spending on SNAP and Medicaid leads to a regressive overall effect.” The report notes that policymakers have floated a range of options to reduce SNAP and Medicaid outlays, such as lowering per-beneficiary benefits or tightening eligibility rules. While the Budget Lab did not assess each proposal individually, the modeling assumes legislation consistent with the resolution’s instructions. “The burden of deficit reduction would fall largely on those least able to bear it,” the report concluded.
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A Threat to Pre-emptive Pardons
BLACKPRESSUSA NEWSWIRE — it was a possibility that the preemptive pardons would not happen because of the complicated nature of that never-before-enacted process.

By April Ryan
President Trump is working to undo the traditional presidential pardon powers by questioning the Biden administration’s pre-emptive pardons issued just days before January 20, 2025. President Trump is seeking retribution against the January 6th House Select Committee. The Trump Justice Department has been tasked to find loopholes to overturn the pardons that could lead to legal battles for the Republican and Democratic nine-member committee. Legal scholars and those closely familiar with the pardon process worked with the Biden administration to ensure the preemptive pardons would stand against any retaliatory knocks from the incoming Trump administration. A source close to the Biden administration’s pardons said, in January 2025, “I think pardons are all valid. The power is unreviewable by the courts.”
However, today that same source had a different statement on the nuances of the new Trump pardon attack. That attack places questions about Biden’s use of an autopen for the pardons. The Trump argument is that Biden did not know who was pardoned as he did not sign the documents. Instead, the pardons were allegedly signed by an autopen. The same source close to the pardon issue said this week, “unless he [Trump] can prove Biden didn’t know what was being done in his name. All of this is in uncharted territory. “ Meanwhile, an autopen is used to make automatic or remote signatures. It has been used for decades by public figures and celebrities.
Months before the Biden pardon announcement, those in the Biden White House Counsel’s Office, staff, and the Justice Department were conferring tirelessly around the clock on who to pardon and how. The concern for the preemptive pardons was how to make them irrevocable in an unprecedented process. At one point in the lead-up to the preemptive pardon releases, it was a possibility that the preemptive pardons would not happen because of the complicated nature of that never-before-enacted process. President Trump began the threat of an investigation for the January 6th Select Committee during the Hill proceedings. Trump has threatened members with investigation or jail.
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Reaction to The Education EO
BLACKPRESSUSA NEWSWIRE — Meanwhile, the new Education EO jeopardizes funding for students seeking a higher education. Duncan states, PellGrants are in jeopardy after servicing “6.5 million people” giving them a chance to go to college.

By April Ryan
There are plenty of negative reactions to President Donald Trump’s latest Executive Order abolishing the Department of Education. As Democrats call yesterday’s action performative, it would take an act of Congress for the Education Department to close permanently. “This blatantly unconstitutional executive order is just another piece of evidence that Trump has absolutely no respect for the Constitution,” said Rep. Maxine Waters (D-CA) who is the ranking member on the House Financial Services Committee. “By dismantling ED, President Trump is implementing his own philosophy on education, which can be summed up in his own words, ‘I love the poorly educated.’ I am adamantly opposed to this reckless action, said Rep. Bobby Scott who is the most senior Democrat on the House Education and Workforce Committee.
Morgan State University President Dr. David Wilson chimed in saying “I’m deeply concerned about efforts to shift federal oversight in education back to the states, particularly regarding equity, justice, and fairness. History has shown us what happens when states are left unchecked—Black and poor children are too often denied access to the high-quality education they deserve. In 1979 then President Jimmy Carter signed a law creating the Department of Education. Arne Duncan, former Obama Education Secretary, reminds us that both Democratic and Republican presidents have kept education a non-political issue until now. However, Duncan stressed Republican presidents have contributed greatly to moving education forward in this country.
During a CNN interview this week Duncan said during the Civil War President Abraham “Lincoln created the land grant system” for colleges like Tennessee State University. “President Ford brought in IDEA.” And “Nixon signed Pell Grants into law.” In 2001, the No Child Left Behind Act was signed into law by President George W. Bush which increased federal oversight of schools through standardized testing. Meanwhile, the new Education EO jeopardizes funding for students seeking higher education. Duncan states, PellGrants are in jeopardy after servicing “6.5 million people” giving them a chance to go to college. Wilson details, “that 40 percent of all college students rely on Pell Grants and student loans.”
Rep. Alma Adams (D-NC) says this Trump action “impacts students pursuing higher education and threatens 26 million students across the country, taking billions away from their educational futures. Meanwhile, During the president’s speech in the East Room of the White House Thursday, Trump criticized Baltimore City, and its math test scores with critical words. Governor West Moore, who is opposed to the EO action, said about dismantling the Department of Education, “Leadership means lifting people up, not punching them down.”
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