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  1. Domestic undergraduate computer science students formally learn about machine learning and artificial intelligence in upper-level undergraduate computing programs, yet they must navigate the lure of ChatGPT and other generative Artificial Intelligence tools that have been found to be somewhat accurate at completing early coding assignments. As AI tools proliferate, messaging about their use in academic settings are varied, and access to AI literacy is unknown. Through an investigation of interviews with Pell grant-eligible college students at open-access colleges, we address the following research questions: How do low-income undergraduate interview participants describe their uses of and attitudes regarding generative AI tool use for academic purposes? and What elements of AI digital literacy appear to be accessible to interview participants, based on their descriptive statements? 
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    Free, publicly-accessible full text available July 14, 2026
  2. In this paper, we describe efforts of an alliance to increase Pell-grant eligible and first-generation student access to active conference participation by systematically including considerations for student basic needs as well as developing professional science skills and knowledge that aligns with industry and graduate school pathways in computer science. We describe how an alliance creates the structure and flexibility for systematic care for student needs and local innovation to improve educational practice regarding conference participation. We describe our lessons learned for improving access to conferences as well as provide recommendations for increasing student access to professional conference benefits. 
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    Free, publicly-accessible full text available July 14, 2026
  3. As the demographics in the United States college-going population continue to shift, the number of HSIs grows annually, yet research in higher education indicates a difference between enrolling Hispanic students in great numbers and serving the Hispanic/LatinX population [1,2] Servingness is embodied in structures and practices that constitute HSIs and is manifested in the acts of institutional agents who interpret policy, advocate for students, and access resources on behalf of students. This paper describes the findings from an initial case study of a public US East Coast Emerging Hispanic Serving Institution recently funded by the National Science Foundation to provide scholarships for high-achieving students with great financial need. To understand the financial barriers students face in attending college in a post-pandemic context, the first author interviewed key stakeholders at EAST STEM University. The research question driving the study was: How is EAST STEM changing its infrastructure to develop diverse support structures that serve students? Data for this pilot case study were collected from unstructured interviews with the lead faculty member of the grant in the computer science department, document analysis of institutional data (e.g., contextual data from the US Department of Education, publicly available information from Excellencia in Education, institutional profile data from the Institute of Educational Statistics), and from formal interviews with key stakeholders across the university. Interviews were transcribed and coded using emerging themes with Dedoose software. The staff interviewed in this study span five administrative offices and academic departments. Findings from this case suggest the institutional goals of promoting diversity and increasing persistence were values aligned with the acts of servingness utilized at East STEM University to advocate holistically for student needs [3]. Interviews with institutional agents indicate two ways the institution supported student progression through the major-through human resource allocation and through financial prioritization for equity. Within this institutional context, institutional agents enacted servingness through their emphasis on equity and persistence priorities, with, in some cases, a critical lens supportive of student success[4]. Key to their efforts in promoting persistence for students were three actions-creating space for one-on-one engagement with students, advocating on students' behalf across multiple administrative offices, and adapting and reinterpreting policies to support continued student enrollment. This study illustrates how institutional agents aligned serving with a key institutional initiative and how that alignment created space for innovation in meeting undergraduate students' financial needs. 
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