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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. The second wave of the AI and assessment crisis In this paper Thomas Corbin, Sue Sharpe & Phillip Dawson suggest that wearable AI will bring a second wave of th

    A new paper by Thomas Corbin, Sue Sharpe, and Phillip Dawson argues that wearable AI devices, such as smart glasses, will trigger a second wave of the assessment crisis. Unlike screen-based AI, these devices can act as real-time cognitive assistants without obvious external markers, making it difficult to enforce authenticity in assessments. The authors contend that current methods of identifying and excluding technology are insufficient for these seamlessly integrated, dual-use devices, raising significant ethical and practical challenges for educational institutions. AI

    IMPACT Wearable AI's seamless integration challenges traditional assessment methods, potentially requiring new approaches to ensure academic integrity.

  2. What is the problem to which cognitive outsourcing is the solution? This paper by Thomas Corbin et al reports on a pilot study of philosophy undergraduates expl

    A pilot study of philosophy undergraduates revealed that a significant portion of students use AI tools for reading, primarily due to time constraints and the intellectual difficulty of the texts. While most students expressed positive sentiment towards these tools, recognizing their potential to democratize access to complex material and reduce anxiety, researchers caution against over-reliance. The study suggests that AI can help overcome initial barriers but may impede the development of critical reading skills essential for philosophical education, highlighting the need for a diagnostic approach to student AI use. AI

    IMPACT AI tools may lower barriers to complex texts for students, but educators must guide active use to prevent hindering critical reading skills.