- Research Article
- 10.1109/mic.2025.3621976
Governing Framework for the Responsible Democratization of Large-Language Models in Banking
- Sep 01, 2025
- IEEE Internet Computing
- Abhishek Mandal + 7 more +7
Publications from 2021 to 2026
Showing 10 of 46 papers
Governing Framework for the Responsible Democratization of Large-Language Models in Banking
¿Dónde Vive la Ciencia en su Comunidad?: How a Community Is Using Photovoice to Reclaim Local Green Spaces
The ¿Dónde Vive la Ciencia en su Comunidad? (where does science live in your community?) photovoice project is a community-based participatory research project that investigates the presence and influence of science within local environments. In collaboration with researchers, science, technology, engineering, mathematics (STEM) educators, and community members from the Latine community in Corona, Queens, the project investigated where science is found in our communities. Community researchers used photography to document their surroundings and identified key themes related to the role of science through technology, community health, safety, and wellness. The photovoice method elevated social justice issues through critical dialog, creating opportunities for change through collective action. Among the critical issues discussed were urban planning, specifically the impacts of gentrification on the local community and the possibilities that greening offered as a site of agency, multigenerational learning, and resistance through ways of knowing. Community researchers examined the dual nature of STEM as both a tool of control and a means for justice, interrogating whose voices and experiences are prioritized in decision-making processes. Establishing shared green spaces emerged as an act of epistemic disobedience and resistance for sustaining community health and cultural identity. The project highlights how collaborative, community-led initiatives promote the reclamation of political power through collective action and disrupt colonizing forces, offering actionable recommendations for policy, research, and practice to guide justice-oriented change.
Read moreA Review of Research on Big Data Technology
Teaching for Human Dignity: Descriptive Inquiry in Teacher Practice: Authors Meet Critics
Through My Body and In My Heart: A Primer
How do we think about Indigenous Knowledge Systems (IKS)? I want to offer here my own thinking about what IKS are. There will certainly be debate about this. These are my views only; they serve as an invitation to others to share their own ways of outlining these crucial ideas. IKS are—for me—fundamentally about the intersections between philosophical ideas and the daily realities of tribal nations, communities, and other entities that comprise the peoples who belong to them, and their lands and waters. Before I discuss this further, let me be clear about what I am NOT engaging here. These are not sacred or limited knowledges. They are not specific knowledges or sets of knowledges; rather, they are principles and connectors. They are sites of convenings. They are systems. IKS unite Indigenous peoples across the globe. Indigenous peoples are simultaneously tethered to place and migratory. We have always moved. Often the movement was tied to food or water. Sustenance. Or to mates. Another form of sustenance, I suppose. The movement allowed Indigenous peoples to trade ideas, peoples. Stuff. Migration enabled relationships between peoples and ideas. Sparked by connection and curiosity, movement spurred innovation. The movement was a particular life force. Those who fail to adapt and adjust perish. Those who do not innovate, perish. Early Indigenous peoples in what is now Alaska created kayaks for transportation in and through waterways. Kayaks were effective in narrow spaces. And fast ones. Kayaks helped move us. They provided fun. Trips toward sustenance.
Read moreBecoming Literate: Educational Implications of Coordinated Neuropsychological Development of Reading and Social-Emotional Functioning Among Diverse Youth
Current conversations in literacy research call for the need to consider children’s social-emotional development and academic learning in an integrated way that honors and supports the whole child in their cultural context. Here we review available literatures on the cognitive, linguistic, affective, social and cultural dimensions of typical and atypical reading acquisition and what is known of their neural correlates. From this review, and in consultation with neuro- and psychological scientists and expert educators working in a range of contexts, we derive a series of interdisciplinary Learnings. These describe what is known about how diverse children grow into readers and how literacy development can be optimally supported in school, home and community contexts across the first decades of life. The Learnings together provide a critical cross-disciplinary synthesis of how literacy and social-emotional development are coordinated, individually variable, dynamic and sensitive to contextual influences. They reveal how evidence-based, culturally inclusive, socially attentive and developmentally appropriate instruction is an essential piece of helping every child organize their brain and mind for literacy. Such comprehensive instruction is necessary to address inequities in general and special education, and to help children become fully literate—a designation that goes beyond simply decoding and comprehending text. Impacts of digital technology, and other timely issues and open questions, are also discussed.
Read morePower Dynamics and Positioning in Teacher Home Visits with Marginalized Families
Purpose: Considerable research highlights the importance of teachers engaging with students' families. Home visiting, for example, is associated with valuable outcomes for children and families and for teachers. Less attention has focused on the content of the visits themselves or on the power dynamics within those visits. Research Methods: This study investigates how teams of teachers in two states positioned themselves and their students' families—who were marginalized by virtue of their linguistic, socioeconomic, or ethnic/racial identities—during 25 home visits. Findings: Data indicate that teachers generally took charge, reinforcing traditional dynamics. However, there were rare moments where teachers or families positioned the families as experts, allowing teachers to learn from and collaborate with families. Implications: This study has implications for how teachers are trained to engage with families in service of children from marginalized families and for future research on the practice of home visiting.
Read moreVulnerable Literacies
We’d find them nestled behind earlobes, amidst eyelashes, between fingers, in folds of the neck, along the scalp, behind knees, cozy in armpits, in zigzagged waistband imprints, hidden in eyebrows, or brazenly mid-chest. Who knew the body had so many hiding places?
Read moreAn Inquiry into Home Visits as a Practice of Culturally Sustaining Pedagogy in Urban Schools
Family-school partnerships are considered essential to the success of multiply marginalized children in urban contexts. These partnerships often, however, reinforce middle-class white normativity and subsequent oppression of families outside the dominant culture. Home visiting is one such practice spreading throughout urban centers. Is it possible for home visits to be culturally sustaining instead of perpetuating an oppressive status quo? Using qualitative participant-observation research methods, we examine what takes place during home visits at two urban elementary schools. We analyze the extent to which these home visits align with principles of culturally sustaining pedagogy. Recommendations for improving home visits are provided.
Read moreEvidence of support for dual language learners in a study of bilingual staffing patterns using the Classroom Assessment of Supports for Emergent Bilingual Acquisition (CASEBA)