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- NewsEdSurge22 Jul 2026
What Does AI Cost When We Skip the Work?
This EdSurge podcast episode discusses the enduring value of a college degree and writing skills in the age of AI, featuring guests who argue that the benefits of these experiences—such as personal growth and deep learning—cannot be replicated by artificial intelligence.
Original abstract
<p>Every few months, another headline declares the college degree dead. <strong>This Week with EdSurge</strong> examines what still holds up when artificial intelligence moves fast, through two guests who are both defending something slow against something fast.</p><h2>A Four Year Degree in the Age of AI</h2><p><a href="https://www.edsurge.com/author/rita-finkel--9b5e61f9-c70d-441e-b13a-0c1a116d3d60"><u>Rita Finkel</u></a>, co-president of the Armory Foundation and director of the Armory College Prep program, argues that a college degree was never just about a technical skill. She says the data tells a different story than the headlines suggest, and that the value of a degree comes from something artificial intelligence cannot replicate.</p><h2>The Fourth Essay</h2><p><a href="https://www.edsurge.com/author/cobretti-williams"><u>Cobretti Williams</u></a> of the <strong>EdSurge</strong> Voices of Change Fellowship makes a similar case for writing. He talks about the beauty in imperfection, and how a fellow's fourth essay reads nothing like the first, growth that only comes from doing the work yourself.</p><p><a href="https://www.edsurge.com/podcasts"><u>Listen to the episode</u></a>.</p><h2>Stories Mentioned in This Episode</h2><p><a href="https://www.edsurge.com/news/2026-05-28-why-college-degrees-matter-in-the-age-of-ai"><u>Why College Degrees Matter in the Age of AI</u></a></p><p>by Rita Finkel</p><p><a href="https://www.edsurge.com/collections/edsurge-voices-of-change-writing-fellowship"><u>EdSurge Voices of Change Writing Fellowship</u></a></p><p>by EdSurge</p><p><strong>This Week with EdSurge</strong> is a weekly podcast from <strong>EdSurge</strong>. Subscribe to the <a href="https://www.edsurge.com/newsletters"><u>EdSurge newsletters</u></a> for more news and analysis on education and technology.</p><p> </p>
- PaperTESOL Journal21 Jul 2026
Purpose, Audience, Context, and Culture: A Framework for AI ‐Assisted Writing in ELT Classrooms
Flora D. Floris, Willy A. Renandya
The PACC framework (Purpose, Audience, Context, Culture) is proposed for AI-assisted writing in ELT classrooms, drawing on Systemic Functional Linguistics and Genre Theory. Students use these four elements to design AI prompts and to evaluate and revise AI-generated texts, ensuring they meet reader needs. The article explains the theoretical basis, provides classroom examples, and discusses implementation challenges.
Original abstract
Artificial intelligence (AI) tools can help students draft and revise texts more efficiently. However, AI‐generated texts may sound fluent but still fail to meet the needs of readers. This article proposes the PACC framework as a conceptual model for AI‐assisted writing in ELT. Informed by Systemic Functional Linguistics and Genre Theory, PACC focuses on four elements: purpose, audience, context, and culture. Students use these elements to design AI prompts and to evaluate and revise the AI‐generated text. This article explains the theoretical basis of the framework, shows how it can be applied in writing lessons, presents an integrated classroom example, and discusses possible implementation challenges. The PACC framework contributes to ELT writing instruction by giving teachers and students a practical and meaningful way when preparing AI prompts and when reviewing AI‐generated texts.