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What Can Machine Learning Really Predict in Education?

Edsurge

Today the latest buzz revolves around machine learning, which education technologists claim can support more precise tools. But there’s much more to machine learning than theory and hype. And what it takes to make these products effective, and how to boost student learning equitably and ethically, remains an ongoing debate.

Essay 167
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Up Next For Higher Ed? Cryptocurrencies, Political Battles and Hybrid Learning

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Trends, Tech Tools and Teaching Practices One of the top technological trends for colleges is the collection of student data, according to the report, although it notes that few institutions are using that information to bring about meaningful change.

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Pushback Is Growing Against Automated Proctoring Services. But So Is Their Use

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Some departments have made tests take-home or open-note, and some have scrapped tests entirely in favor of essays, projects and other assignments that can be done over time. Ethics and Surveillance Ironically, Olsen says he created Proctorio because he felt that the remote proctoring services employing humans were too creepy and invasive.

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How Schools Are Coaching — or Coaxing — Teachers to Use ChatGPT

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Once educators are comfortable with this step, Dembo introduces a faux student essay relevant to the lesson plan, to show educators how the AI can grade the paper on the rubric and provide feedback — an end-to-end process that could save time, and drudgery. “It’s important to show them that this is a chat engine, that it is malleable.

Coaching 148
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Essential Considerations for Addressing the Possibility of AI-Driven Cheating, Part 1

Faculty Focus

Banning the use of technology for exams can create an inaccessible, discriminatory learning experience. It might be tempting to turn to low-tech options for assessments, such as oral exams and handwritten essays, as a way to prevent cheating with AI. Or, use ChatGPT to rewrite some of the paragraphs in a paper?

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Essential Considerations for Addressing the Possibility of AI-Driven Cheating, Part 1

Faculty Focus

Banning the use of technology for exams can create an inaccessible, discriminatory learning experience. It might be tempting to turn to low-tech options for assessments, such as oral exams and handwritten essays, as a way to prevent cheating with AI. Or, use ChatGPT to rewrite some of the paragraphs in a paper?

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A Summer of Student Voices

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“But adaptive-learning technologies are bullsh*t, c’mon,” one of us would say. I see your perspective, but think about it this way,” another might respond, “Your dystopian visions of tech mean less when you think about the millions of students who aren’t learning now. You can’t mix AltSchool and Freire.”. “I