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Securing the Sandbox: A Rootless Containerized Framework for Process-Oriented Monitoring in Computer Graphics Education
arXiv:2606.05929v1 Announce Type: new Abstract: Computer Science education fundamentally depends on intensive laboratory hours to foster true programming mastery and logical reasoning. However, the widespread adoption of Generative Artificial Intelligence (AI) has made it virtually impossible to distinguish authentic student effort from instant AI code synthesis by evaluating final submissions alone. To preserve pedagogical integrity, educators must enforce authentic coding discipline,...
Resource Letter QIE-1: Research in quantum information education
Announce Type: new Abstract: In celebration of the 2025 UN International Year of Quantum Science and Technology, this Resource Letter surveys the rapidly-growing field of scholarship in quantum information science and engineering (QISE) education. It is primarily written as a guide for educators wishing to get started teaching QISE using research-based teaching methods, as well as for discipline-based education research (DBER) practitioners looking to get started in this field. Topics...
How Proposal Novelty, Topical Diversity, and Theory-Practice Balance Shape Scholarly Outcomes in Funded Education Research
arXiv:2606.01127v1 Announce Type: new Abstract: Education research occupies a distinctive position in public science because it is expected to advance scholarly knowledge while also informing learning, teaching, participation, and workforce development. This study examines how the intellectual characteristics of NSF-funded education proposals are associated with the subsequent academic performance of funded scholars. Linking 8,715 NSF education awards from 1990 to 2020 with 84,519...
Two-Phase Simulated Annealing for Equitable Team Formation: Eliminating Complaints in Large Engineering Cohorts
Announce Type: new Abstract: Contribution: This paper presents a novel two-phase algorithmic approach that decouples preference satisfaction from fairness optimization in student team formation, achieving both objectives without compromise. The method applies simulated annealing -- a core materials science technique -- to an educational challenge, demonstrating pedagogical integration of administrative processes. Background: Forming effective teams in large engineering cohorts (100+...
Q&A: Most biology education guidelines lack any connection to society, researchers explain why that's a problem
Q&A: Most biology education guidelines lack any connection to society, researchers explain why that's a problem Sadie Harley Scientific Editor Andrew Zinin Lead Editor Is it a doctor's job to get the best outcomes for their patients or to tell the truth? What happens when these two things are not aligned? These are questions that University of Washington students have to wrangle with in Biol 180: Introductory Biology.
Parental cooperation with kindergarten is most important way to support preschoolers' academic skills, study finds
Parental cooperation with kindergarten is most important way to support preschoolers' academic skills, study finds Gaby Clark Scientific Editor Robert Egan Associate Editor Research into the academic skills of five-year-old children shows that parents' beliefs and cooperation with their kindergarten are more important than the abundance of parental activities at home in supporting the academic skills of five-year-old children. The study, conducted by Anne-Mai Meesak, Doctorate in Educational...
Waterproof Editor: an educational environment for proof assistants and programming languages
arXiv:2606.01875v1 Announce Type: cross Abstract: Waterproof Editor provides an educational environment specifically targeted to teaching with proof assistants or programming languages. It arose from Waterproof, educational software targeted at helping students acquire the skill of giving mathematical proofs. Its original features such as enabling rich formatting and providing clear input areas are now abstracted away in an npm package and can be used in different educational contexts.
Large Language Models in K-12 Education: Alignment with State Curriculum Standards and Student Personas
arXiv:2606.04846v1 Announce Type: new Abstract: As Large Language Models (LLMs) become increasingly popular in educational settings, they raise important questions about the ethical implications of their use. Publicly available online chatbots are quickly improving in capability and accuracy leading to more widespread use, including among students looking for help with their homework. This makes it crucial to consider whether these models are aligned with educational standards.
Reinforcement Learning for Special Education: Aligning LLM Tutors to Diverse Learners through Disability-Adaptive Training
Announce Type: new Abstract: Large language models are increasingly deployed as intelligent tutors, yet research on aligning them for special education remains absent. Recent work has applied reinforcement learning to LLM tutors, but these methods target a generic learner in a single domain (mathematics) and do not address the cognitive and communicative diversity of learners with disabilities. We introduce \emph{Special-R1}, a framework that extends pedagogical RL to special education...
VidMsg: A Benchmark for Implicit Message Inference in Short Videos
Announce Type: new Abstract: Understanding short online videos involves more than identifying visible objects and actions; video makers often include an underlying message or purpose in the clip. We introduce VidMsg, a benchmark for evaluating implicit message understanding in short, internet-native video clips. VidMsg contains 400 YouTube-derived clips across 9 practical topic areas and 52 fine-grained target messages, covering domains such as career and finance, education, health and...