Artificial Intelligence

Empowering Cambridge youth by way of knowledge activism | MIT Information



For over 40 years, the Mayor’s Summer time Youth Employment Program (MSYEP, or the Mayor’s Program) in Cambridge, Massachusetts, has been offering youngsters with their first work expertise, however 2022 introduced a brand new providing. Collaborating with MIT’s Private Robots analysis group (PRG) and Accountable AI for Social Empowerment and Schooling (RAISE) this summer time, MSYEP created a STEAM-focused studying website on the Institute. Eleven college students joined this system to study coding and programming abilities by way of the lens of “Information Activism.”

MSYEP’s partnership with MIT supplies a possibility for Cambridge excessive schoolers to realize publicity to extra pathways for his or her future careers and training. The Mayor’s Program goals to respect college students’ time and present the worth of their work, so members are compensated with an hourly wage as they study workforce abilities at MSYEP worksites. At the side of two ongoing analysis research at MIT, PRG and RAISE developed the six-week Information Activism curriculum to equip college students with critical-thinking abilities in order that they really feel ready to make the most of knowledge science to problem social injustice and empower their neighborhood.

Rohan Kundargi, Ok-12 Neighborhood Outreach Administrator for MIT Workplace of Authorities and Neighborhood Relations (OGCR), says, I see this as a mannequin for a brand new sort of partnership between MIT and Cambridge MSYEP. Particularly, an MIT analysis mission that entails college students from Cambridge getting paid to study, analysis, and develop their very own abilities!”

Cross-Cambridge collaboration

Cambridge’s Workplace of Workforce Improvement initially contacted MIT OGCR about internet hosting a possible MSYEP worksite that taught Cambridge teenagers how you can code. When Kundargi reached out to MIT pK-12 collaborators, MIT PRG’s graduate analysis assistant Raechel Walker proposed the Information Activism curriculum. Walker defines “knowledge activism” as using knowledge, computing, and artwork to investigate how energy operates on the earth, problem energy, and empathize with people who find themselves oppressed.

Walker says, “I wished college students to really feel empowered to include their very own experience, skills, and pursuits into each exercise. To ensure that college students to totally embrace their tutorial skills, they need to stay comfy with bringing their full selves into knowledge activism.”

As Kundargi and Walker recruited college students for the Information Activism studying website, they wished to ensure the cohort of scholars — the vast majority of whom are people of shade — felt represented at MIT and felt they’d the company for his or her voice to be heard. “The pioneers on this area are individuals who appear to be them,” Walker says, talking of well-known knowledge activists Timnit Gebru, Rediet Abebe, and Pleasure Buolamwini.

When this system started this summer time, among the college students weren’t conscious of the methods knowledge science and synthetic intelligence exacerbate systemic oppression in society, or among the instruments presently getting used to mitigate these societal harms. Consequently, Walker says, the scholars wished to study extra about discriminatory design in each facet of life. They had been additionally enthusiastic about creating accountable machine studying algorithms and AI equity metrics.

A unique aspect of STEAM

The event and execution of the Information Activism curriculum contributed to Walker’s and postdoc Xiaoxue Du’s respective analysis at PRG. Walker is finding out AI training, particularly creating and instructing knowledge activism curricula for minoritized communities. Du’s analysis explores processes, assessments, and curriculum design that prepares educators to make use of, adapt, and combine AI literacy curricula. Moreover, her analysis targets how you can leverage extra alternatives for college students with various studying wants.

The Information Activism curriculum makes use of a “libertatory computing” framework, a time period Walker coined in her place paper with Professor Cynthia Breazeal, director of MIT RAISE, dean for digital studying, and head of PRG, and Eman Sherif, a then-undergraduate researcher from College of California at San Diego, titled “Liberty Computing for African American College students.” This framework ensures that college students, particularly minoritized college students, purchase a sound racial identification, vital consciousness, collective obligation, liberation centered tutorial/achievement identification, in addition to the activism abilities to make use of computing to remodel a multi-layered system of obstacles during which racism persists. Walker says, “We inspired college students to reveal competency in each pillar as a result of the entire pillars are interconnected and construct upon one another.”

Walker developed a sequence of interactive coding and project-based actions that targeted on understanding systemic racism, using knowledge science to investigate systemic oppression, knowledge drawing, accountable machine studying, how racism may be embedded into AI, and completely different AI equity metrics.

This was the scholars’ first time studying how you can create knowledge visualizations utilizing the programming language Python and the information evaluation device Pandas. In a single mission meant to look at how completely different techniques of oppression can have an effect on completely different facets of scholars’ personal identities, college students created datasets with knowledge from their respective intersectional identities. One other exercise highlighted African American achievements, the place college students analyzed two datasets about African American scientists, activists, artists, students, and athletes. Utilizing the information visualizations, college students then created zines concerning the African Individuals who impressed them.

RAISE employed Olivia Dias, Sophia Brady, Lina Henriquez, and Zeynep Yalcin by way of the MIT Undergraduate Analysis Alternative Program (UROP) and PRG employed freelancer Matt Taylor to work with Walker on growing the curriculum and designing interdisciplinary expertise tasks. Walker and the 4 undergraduate researchers constructed an intersectional knowledge evaluation exercise about completely different examples of systemic oppression. PRG additionally employed three highschool college students to check actions and supply insights about making the curriculum partaking for program members. All through this system, the Information Activism group taught college students in small teams, regularly requested college students how you can enhance every exercise, and structured every lesson primarily based on the scholars’ pursuits. Walker says Dias, Brady, Henriquez, and Yalcin had been invaluable to cultivating a supportive classroom atmosphere and serving to college students full their tasks.

Scholar Nina says, “It’s opened my eyes to a unique aspect of STEM. I didn’t know what ‘knowledge’ meant earlier than this program, or how intersectionality can have an effect on AI and knowledge.” Earlier than MSYEP, Nina took Intro to Laptop Science and AP Laptop Science, however she has been coding since Ladies Who Code first sparked her curiosity in center faculty. “The neighborhood was very nice. I might speak with different ladies. I noticed there must be extra girls in STEM, particularly in coding.” Now she’s enthusiastic about making use of to high schools with sturdy laptop science packages so she will pursue a coding-related profession.

From MSYEP to the mayor’s workplace

Mayor Sumbul Siddiqui visited the Information Activism studying website on Aug. 9, accompanied by Breazeal. A graduate of MSYEP herself, Siddiqui says, “By hands-on studying by way of laptop programming, Cambridge highschool college students have the distinctive alternative to see themselves as knowledge scientists. College students had been in a position study methods to fight discrimination that happens by way of synthetic intelligence.” In an Instagram submit, Siddiqui additionally mentioned, “I had a blast visiting the scholars and studying about their tasks.”

College students labored on an exercise that requested them to check how knowledge science could be used to assist marginalized communities. They remodeled their solutions into block-printed T-shirt designs, carving photos of their hopes into rubber block stamps. Some college students targeted on the significance of information privateness, like Jacob T., who drew a birdcage to symbolize knowledge saved and locked away by third celebration apps. He says, “I wish to open that cage and restore my knowledge to myself and see what may be achieved with it.”

Many college students wished to see extra illustration in each the media they devour and throughout varied skilled fields. Nina talked concerning the significance of illustration in media and the way that would contribute to larger illustration within the tech business, whereas Kiki talked about encouraging extra girls to pursue STEM fields. Jesmin mentioned, “I wished to point out that knowledge science is accessible to everybody, irrespective of their origin or language you converse. I wrote ‘good day’ in Bangla, Arabic, and English, as a result of I converse all three languages they usually all resonate with me.”

“General, I hope the scholars proceed to make use of their knowledge activism abilities to re-envision a society that helps marginalized teams,” says Walker. “Furthermore, I hope they’re empowered to turn out to be knowledge scientists and perceive how their race is usually a constructive a part of their identification.”



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