Educational Technology News
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Why AI Fails After The Demo—And The Questions Leaders Should Ask First

Why AI Fails After The Demo—And The Questions Leaders Should Ask First | Educational Technology News | Scoop.it

"Typically, a company identifies a pain point (document processing, customer churn prediction, etc.) and spins up a proof of concept with a small team. It works in the lab, and leadership gets excited. Then it tries to operationalize it, and everything falls apart."

EDTECH@UTRGV's insight:

"The companies that fail at AI are failing because they treat AI as a product to install rather than a capability to develop."

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Educational Technology News
The latest news related to the meaningful and effective implementation of educational technology and e-learning in K-12, higher education, corporate and government sectors.
Curated by EDTECH@UTRGV
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May 28, 7:46 PM
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Looking for a Textbook on Generative AI in Education?

Looking for a Textbook on Generative AI in Education? | Educational Technology News | Scoop.it

Teaching and Learning in the Age of Generative AI: Evidence-Based Approaches to Pedagogy, Ethics, and Beyond

 

Edited by Joseph Rene Corbeil & Maria Elena Corbeil (2025)

 

🏆 Winner of the 2025 Systems Thinking & Change Division Outstanding Book Award from the Association for Educational Communications and Technology!

 

If you are designing a course that addresses generative AI in education, this award-winning volume provides a research-driven, classroom-ready foundation. Rather than offering hype or fear, this book helps educators:

  • Ground AI integration in learning theory and research
  • Address academic integrity with thoughtful, practical strategies
  • Redesign assessment for an AI-enabled world
  • Explore ethics, bias, privacy, and institutional responsibility
  • Leverage AI to enhance critical thinking and digital literacy


Bookended by historical and forward-looking analyses of AI in education, the chapters move beyond surface-level discussions to provide evidence-based approaches for real classrooms—K–12, higher education, and professional learning environments.

This text is ideal for:

  • Undergraduate and graduate teacher education programs
  • Curriculum & Instruction courses
  • Educational Technology programs
  • Higher education faculty development
  • School technology coordinators and talent development professionals

Adopting a GenAI textbook for an upcoming semester?

We invite you to request an inspection copy and explore how this resource can support your students in navigating AI with skill, ethics, and informed judgment.

Request your inspection copy today.

EDTECH@UTRGV's insight:

Looking for a Textbook on Generative AI in Education? Teaching and Learning in the Age of Generative AI. Winner of the 2025 Systems Thinking & Change Division Outstanding Book Award. Request your inspection copy today

Request your inspection copy today.

EDTECH@UTRGV's curator insight, February 11, 5:29 PM

Award-winning "Teaching and Learning in the Age of Generative AI" offers research-based, practical guidance for educators seeking to thoughtfully integrate generative AI into their courses—request an inspection copy: https://www.routledge.com/textbooks/evaluation/9781032688602.

Dong Jiayi (Deyiss)'s curator insight, April 30, 3:09 AM
Technology get advanced.
Diamondstone's curator insight, Today, 3:18 AM
Artificial Intelligence is playing a significant role in both cyber defense and cybercrime. Security professionals are leveraging AI-powered tools to detect threats faster, analyze suspicious activities, and automate incident responses. At the same time, cybercriminals are using AI to create more convincing scams and sophisticated attacks, creating an ongoing battle between attackers and defenders.read more..https://pressearn.it.com/blog/?s=Technology+
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Today, 11:36 AM
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What Does an AI-Ready Graduate Look Like?

What Does an AI-Ready Graduate Look Like? | Educational Technology News | Scoop.it
Aligned to existing ISTE standards and principles, the expanded Profile of an AI-Ready Graduate defines six roles and associated skills and practices students should have mastered when they graduate.
EDTECH@UTRGV's insight:

“This profile is not about getting your foundational knowledge about AI..It’s not about all of the deeply critical thinking that you need to learn to do with AI. It’s about the skills that you’re going to be expected to apply in the workforce when you graduate.” 

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Scooped by EDTECH@UTRGV
Today, 11:31 AM
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The revolution was the easy part. The announcement is one loud night. The evolution, the slow build starts the morning after, is the whole job.

"Here’s the quip nobody wants on a mug: revolutions don’t build things. A revolution hands you a new way of seeing, a great story, and a merch table. The building happens after, and it’s slow and unglamorous and done entirely by the people willing to raise a hand and say this isn’t right yet. That’s evolution and that’s where the actual work lives. And here’s the part worth saying out loud: it worked."

EDTECH@UTRGV's insight:

"A revolution, at its core, is a new way of seeing. It walks in, rearranges what you thought was possible, and hands you a blank page. Jakob Nielsen frames AI as the fourth great economic revolution, after tools, agriculture, and industry. Each one took something scarce and made it stupidly abundant: muscle, then food, then power, now cognition."

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July 9, 10:53 AM
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What if It’s Not the Phones?

What if It’s Not the Phones? | Educational Technology News | Scoop.it
An evolutionary psychologist is challenging the popular understanding of kids and technology.
EDTECH@UTRGV's insight:

"School policies were not the only things that changed from 2009 to 2013; smartphone use, for example, skyrocketed across the same few years. But lots of evidence affirms the notion that in America, at least, children are more stressed out by school than by any other aspect of their lives."

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July 9, 10:41 AM
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From Screen To World: 5 Ways To Use AI To Spark Hands-On Learning In K–12 Classrooms

From Screen To World: 5 Ways To Use AI To Spark Hands-On Learning In K–12 Classrooms | Educational Technology News | Scoop.it
Students take a photo of their environment, at school, home, or in the community, and ask AI to identify problems within that setting without offering solutions.
EDTECH@UTRGV's insight:

"Artificial Intelligence (AI) has the potential to be a powerful tool for student learning when paired with strong foundations in ethics, integrity, data privacy, bias awareness, and the ability to detect misinformation."

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July 9, 10:36 AM
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Losing the spark in their eyes. What we lose when we use AI every day.

"Whether you lean into the topic or not, it’s undeniable that generative tools provide speed and scale (even when incorrect). Naturally, we gain efficiency in deliverables and process automation.

 

The question is: what do we lose when we use AI?"

EDTECH@UTRGV's insight:

"Using generative tools leads us to deprioritize one of the most important moments of our work — one that occurs only during the work: the moment of creating meaning."

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July 9, 10:30 AM
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How Educators Can Encourage AI Skill-Building Without Being Tech Cheerleaders

How Educators Can Encourage AI Skill-Building Without Being Tech Cheerleaders | Educational Technology News | Scoop.it
State education leaders outline how they've tried to ease anxieties about the fast-evolving technology.
EDTECH@UTRGV's insight:

"Schools and districts across the country are trying to figure out how to incorporate AI into teaching and learning, while also dealing with concerns about the technology’s effects on students’ critical thinking skills."

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July 8, 11:25 AM
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How a Vinyl Record Resurgence Helped Me Understand the Future of AI in Education

Streaming solved the problem of access. Now, we must solve the problem of engagement.
EDTECH@UTRGV's insight:

"Vinyl records and AI are actually similar technologies. Both seem to provoke a human response to technology: the easier something becomes via technology, the more we begin questioning what was valuable about the underlying use in the first place."

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July 8, 11:20 AM
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Finding The Students Schools Miss: How Data, Relationships, and AI Are Unlocking Hidden Potential

Finding The Students Schools Miss: How Data, Relationships, and AI Are Unlocking Hidden Potential | Educational Technology News | Scoop.it
Conversations with Kevin Hogan: Equal Opportunity Schools CEO AJ Gutierrez on why more than half of students ready for advanced coursework go unidentified and how combining survey data, predictive analytics, and human judgment can change that.
EDTECH@UTRGV's insight:

"Education is always going to be human-led, but technology-augmented...You can't just share a dashboard or a widget and expect big change. You're talking about shifting mindsets and shifting human behavior."

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July 8, 11:16 AM
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The crisis of the what. AI took the how. Now it’s coming for the what.

"There’s a moment, working with AI, when you stop knowing exactly what you’re doing. Not because you get lost technically, but because your relationship with the tool changes completely. That’s where something cracks. Not in the technology, but in our role."

EDTECH@UTRGV's insight:

"What came next is what I call the crisis of the what. The moment AI stopped executing instructions and started taking part in the decisions that generate them."

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July 8, 11:11 AM
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Where chatbots fit in the curriculum conversation

Where chatbots fit in the curriculum conversation | Educational Technology News | Scoop.it
Use of the AI-powered tools to boost students’ writing and studying skills comes with advantages and disadvantages.
EDTECH@UTRGV's insight:

"There is a risk that marginalized students, who are not served well, will not get the training or experience with AI to both master learning and compete in the workforce"

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July 7, 12:51 PM
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Beyond AI Adoption: Designing Learning for an Age of Abundant Intelligence

Beyond AI Adoption: Designing Learning for an Age of Abundant Intelligence | Educational Technology News | Scoop.it
Higher education was designed for a world in which access to knowledge, expertise, feedback, mentorship, and authentic learning experiences were inherently scarce. By making many forms of intelligence increasingly abundant, AI is inherently redefining the existing paradigm.
EDTECH@UTRGV's insight:

"AI shifts education from information access to capability development: As explanation, feedback, guidance, and simulation become more abundant, higher education must place greater emphasis on judgment, application, competency, and responsible use of knowledge."

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July 7, 12:47 PM
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Podcast: Can an Algorithm Replace a Teacher’s Instinct? | EdSurge

Two teachers learn what happens when they trust a tool to solve a problem.
EDTECH@UTRGV's insight:

"A study from the National Bureau of Economic Research found that Yondr pouches had no statistically significant impact on standardized test scores for high schoolers in English"

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Today, 11:38 AM
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Why AI Fails After The Demo—And The Questions Leaders Should Ask First

Why AI Fails After The Demo—And The Questions Leaders Should Ask First | Educational Technology News | Scoop.it

"Typically, a company identifies a pain point (document processing, customer churn prediction, etc.) and spins up a proof of concept with a small team. It works in the lab, and leadership gets excited. Then it tries to operationalize it, and everything falls apart."

EDTECH@UTRGV's insight:

"The companies that fail at AI are failing because they treat AI as a product to install rather than a capability to develop."

No comment yet.
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Today, 11:33 AM
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Supporting Empathy in Online Classrooms: How AI tools enhance emotional intelligence

"As online education expands, educators face growing challenges in maintaining emotional connections with students while sustaining their own well-being. Emotional intelligence has long been recognized as a cornerstone of effective teaching, yet in digital spaces, cues are harder to read, and connection requires new strategies. This article explores how AI, when applied ethically, can amplify, not replace, the human touch in online classrooms"

EDTECH@UTRGV's insight:

"The use of sentiment analysis tools is a proactive way to help spot the emotional undercurrents by analyzing tone, language, and emotional indicators in students’ discussion posts, their emails, and their assignments."

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Today, 11:27 AM
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The Adoption Gap In Digital Transformation

The Adoption Gap In Digital Transformation | Educational Technology News | Scoop.it
Why most organizations measure deployment, but can't close the adoption gap—and the leadership discipline that changes outcomes.
EDTECH@UTRGV's insight:

"Most organizations believe digital transformation is a technology problem. It isn't. Technology is the easy part. It scales fast. It deploys cleanly. It looks impressive in dashboards. What doesn't scale at the same speed is behavior. And that is where transformation quietly breaks: the adoption gap."

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July 9, 10:43 AM
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'Reflect' with Claude gives users insight into chatbot habits

'Reflect' with Claude gives users insight into chatbot habits | Educational Technology News | Scoop.it
Want to better understand how you're using Claude? Try this feature.
EDTECH@UTRGV's insight:

"Claude's new 'reflect' tool is designed to help users answer complex questions about their AI use."

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July 9, 10:40 AM
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Will AI in education succeed?

Will AI in education succeed? | Educational Technology News | Scoop.it
Brad Olsen and Jobin Thomas argue that EdTech is a tool, not a standalone solution, and it needs a proper support system to succeed.
EDTECH@UTRGV's insight:

"The success or failure of using technology for education (EdTech) is only partly about the technology itself. What matters more are the conditions underlying EdTech. EdTech is a tool, not a standalone solution, and without a proper support system in place, it will not succeed."

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July 9, 10:33 AM
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Are Schools Actually Scaling Back Tech in Response to a Rising Backlash?

Are Schools Actually Scaling Back Tech in Response to a Rising Backlash? | Educational Technology News | Scoop.it

"Now, many families and educators are having a tech rethink.

Emerging research on the negative impact of student immersion in social media, and concerns about students becoming overly reliant on AI, have contributed to those anxieties.

 

A nationally representative online survey conducted in February and March by the EdWeek Research Center captured this sentiment.

 

It found that strong majorities of teachers and administrators in middle and high schools say that that the parents they’re in touch with believe the amount of time students spend with technology is too high."

EDTECH@UTRGV's insight:

"Much of the rhetoric being put forward about tech misses the necessary context—namely, how it’s being used in individual schools and classrooms"

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July 8, 11:29 AM
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Teachers get honest about the 7 things in education 'no one wants to admit' but are absolutely true

Teachers get honest about the 7 things in education 'no one wants to admit' but are absolutely true | Educational Technology News | Scoop.it
"Rote memorization is a better way to learn things like math facts and vocabulary words than whatever the latest trendy method is at the moment."
EDTECH@UTRGV's insight:

“Every issue that exists in public schools is a microcosm of the issues that exist in society in general, and until society fixes itself, the things that are broken about the system won’t get better.”

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July 8, 11:22 AM
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Beyond Discussion Boards: What Social And Collaborative Learning Actually Looks Like

Beyond Discussion Boards: What Social And Collaborative Learning Actually Looks Like | Educational Technology News | Scoop.it
Most social learning programs start and end with discussion boards. But real social learning looks nothing like a forum thread.
EDTECH@UTRGV's insight:

"Forums mimic social learning in form but miss it in function. They're passive. They're asynchronous in a way that kills momentum. And they place the burden of engagement entirely on the learner, with no structure to guide the conversation toward a useful outcome."

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July 8, 11:18 AM
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Tech Change: A Faculty Survival Guide from the IT Side

Tech Change: A Faculty Survival Guide from the IT Side | Educational Technology News | Scoop.it
Learn practical strategies for managing technology change in higher education, reducing change fatigue, and partnering with IT to support teaching success.
EDTECH@UTRGV's insight:

"When a learning platform changes or a new grading system goes live, instructors are not just updating software; they are rewriting assignments, redesigning courses, relearning navigation, troubleshooting student questions, and teaching, all at the same time. When faculty push back on this, it isn’t resistance to change. It is exhaustion."

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July 8, 11:13 AM
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Can AI save teachers time and reduce burnout?

Can AI save teachers time and reduce burnout? | Educational Technology News | Scoop.it
Teacher burnout rates have remained high since COVID-19, but experts say artificial intelligence is still a promising solution if done right — and at scale.
EDTECH@UTRGV's insight:

"Some reasons teachers are still dabbling with AI tools instead of integrating the technology into their core responsibilities is because AI guidance is inconsistent and lacking in many schools"

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July 7, 12:55 PM
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Can AI Guide Deep Learning? An Answer from Gestalt Cognitive Psychologists

Can AI Guide Deep Learning? An Answer from Gestalt Cognitive Psychologists | Educational Technology News | Scoop.it
AI must evolve beyond a simple information dispenser; it must design structured environments that respect human perceptual organization, guiding the learner seamlessly toward a comprehensive and lasting understanding of the whole.
EDTECH@UTRGV's insight:

"[I]f Vygotsky’s principles guide us on when to introduce challenge and how to scaffold the learner, Gestalt theory ensures that the final destination of that challenge is a sudden, meaningful cognitive reorganization."

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July 7, 12:49 PM
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International Society for Transforming Education Expands its “AI-Ready Graduate” Framework

International Society for Transforming Education Expands its “AI-Ready Graduate” Framework | Educational Technology News | Scoop.it

"Today, we are releasing a fully fleshed out version, 30 skills aligned with each of these roles to help model using AI to support our uniquely human skills,” said Richard Culatta, CEO of the organization."

EDTECH@UTRGV's insight:

“Humans have always used tools to accomplish human tasks. AI is no different, but when we teach AI as a way to support us being better at being human, it is far more relevant and far more meaningful than when we just talk about what AI is.”

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July 7, 12:45 PM
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The Expert Blind Spot: A Cognitive Load Mistake

The Expert Blind Spot: A Cognitive Load Mistake | Educational Technology News | Scoop.it
This article explores the cognitive science behind why the expert blind spot exists—and what L&D professionals can do about it.
EDTECH@UTRGV's insight:

"[A]s expertise becomes automatic, experts stop noticing the intermediate steps beginners still need. What feels obvious to the SME often remains invisible to the learner."

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