Rene Corbeil's Avatar

Rene Corbeil

@utrgv-edtech

Professor of Educational Technology at the University of Texas Rio Grande Valley. Current research interests include learning experience design (LXD), e-learning, microlearning, and AI in education. https://www.linkedin.com/in/renecorbeil/

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Latest posts by Rene Corbeil @utrgv-edtech

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Teaching in the age of AI shortcuts Students will use AI. Hereโ€™s what it takes to ensure it strengthens their thinking instead of replacing it.

"[I]f we integrate AI thoughtfully...we can help students build the skills that will matter most in an AI-integrated world: critical thinking, problem-solving and the ability to verify and challenge AI itself." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

09.03.2026 21:40 ๐Ÿ‘ 0 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Empirical validation of a generative AI framework for personalized education assessment "The tension between personalized learning demands and standardized evaluation mechanisms presents a persistent challenge in contemporary education. This study proposes a comprehensive personalized education assessment framework driven by generative artificial intelligence technologies. The framework adopts a five-layer hierarchical architecture integrating data collection, processing, intelligent analysis, assessment generation, and feedback optimization components."

Key takaway: Participants in the experimental group showed greater learning gains, especially lower-performing students, while also reporting higher engagement & satisfaction, suggesting that genAI can support scalable, high-quality personalized assessment #edtech #ILoveEdTech #ImFutureReady #AIEdu

09.03.2026 21:37 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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AIโ€™s Fatal Flawโ€”The Most Advanced Models Fail Basic Logic Tests Identifying vulnerabilities is good for public safety, industry, and the scientists making these models.

"LLMs perpetuate human errors like bias, and they make other human-like errors because they donโ€™t have the intuitive scaffolding that helps us learn not to make those mistakes." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

09.03.2026 21:32 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Gen Z Teachers Grew Up With Tech. Now They're Seeking Better Boundaries for Students Gen Z teachers grew up in an era of unbridled tech. It shapes how they approach classroom technology.

"Gen Z teachers are the first cohort of classroom educators that entered adolescence just as smartphones became ubiquitous. They grew up with much of their social lives online" #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

09.03.2026 21:30 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Talk the Talk: Authenticating Student Voice in a Generative AI Era "In an era where generative AI can craft a convincing essay on the French Revolution or a lab report on osmosis in seconds, educators are facing an โ€œauthenticity crisis.โ€ Weโ€™ve all felt it: that nagging doubt when a studentโ€™s written voice doesnโ€™t quite match their classroom persona."

"The VIVA Framework is a structured, two-minute โ€œmicro-assessmentโ€ designed to confirm that the student who submitted the work is the same student who understands the work." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

09.03.2026 21:28 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
I Stopped Trying to Catch AI Plagiarism. Hereโ€™s What I Do Instead. "Dealing with students who plagiarize now seems like a piece of cake compared to ones who use AI to write their papers. I could usually deter students from plagiarizing by demonstrating how easy it is for teachers to find it...However, the rise of AI has completely changed that approach."

"Few things are more discouraging for students than working hard on a paper and then being accused of not writing it themselves." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:55 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Lisa Nielsen: The Innovative Educator: Could the Future of AI Reconnect Us to What Mattered Most? "Much of the conversation around artificial intelligence (AI) is framed in fear. White-collar professionals are increasingly anxious about AI replacing cognitive work once thought untouchable, a concern captured in The Atlanticโ€™s piece on the worst-case future for white-collar workers. Blue-collar workers have their own version of this fear as employers test automation that shows up in the real world as robots and drones doing physical jobs once reserved for people, including delivery and warehouse work, like Amazonโ€™s reported testing of humanoid delivery robots. ย  The anxiety is real. But what if we are asking the wrong question?"

"Instead of asking how we preserve jobs as they exist today, what if we ask whether working less might actually be progress?" #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:49 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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The hidden cost of the experience gap For any student finding their footing in a completely new environment, technology should steady the path--not widen the digital experience gap

"When technology creates barriers, itโ€™s harder for students to succeedโ€“and that technology may undermine an institutionโ€™s own mission." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:47 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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A Comprehensive View of the Role of AI in the University "We are approaching the integration of artificial intelligence into our universities in a piecemeal rather than a comprehensive fashion."

"To date, we have been limited to a kind of Whac-A-Mole approach to introducing AI into higher education." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:46 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Supporting Knowledge Construction in a World With Generative AI "Publicly accessible generative artificial intelligence (AI) is predicted to transform how learners construct knowledge and the skills needed for professional success across industries...[T]his article explores learning through dialogue, supporting knowledge construction, leveraging AI tools, and implications for instructional designers and educators."

Key takeaway: Expert educators will use AI to center learners, support knowledge construction, and strengthen critical thinking and problem-solving. #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:43 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Youโ€™re still designing for an architecture that no longer exists "Last Tuesday, I asked Claude to prepare a competitive analysis. Not in a chat window. Not through a prompt. I opened Cowork, pointed it to a folder on my desktop, and said what I needed. It read my files. It cross-referenced data from Slack through a connector. It pulled calendar context. It produced a document โ€” formatted, structured, sourced โ€” and saved it to my working folder. I didnโ€™t open a single application. I didnโ€™t navigate a single menu. I didnโ€™t click through a single interface."

"Cowork reads files on your desktop, modifies documents, creates deliverables, and operates within your working folder โ€” asking for confirmation before significant actions, working autonomously within defined boundaries." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

06.03.2026 19:38 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
What Will Happen When AI Stops Answering And Starts Providing Insights "Every quarter, business leaders ask the same questions: where is demand shifting? Which customers are stalling? Where is margin under pressure? Teams conduct the analysis, insights surface briefly in decks and dashboards and then they recede. The next quarter, the process of analyzing business tailwinds and headwinds resets. The context and nuance from quarters past has dissipated, and the query is asked and answered anew."

"If the first AI era was about accelerating answers, the next one should be about mining insights at scale." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

05.03.2026 20:15 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Where Does AI Meaningfully Fit Into Curriculum And Assessment? "Artificial intelligence is increasingly present in education conversations. Some teachers are experimenting with it. Others are cautious. Many are simply unsure where it belongs or whether it belongs at all."

"Rather than positioning AI as a solution or a threat, educators might consider how, and whether, it aligns with their instructional goals, assessment practices, and professional values." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

05.03.2026 20:13 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Learning in the AI age: Education 5.0 Learning in the AI age: Education 5.0 Patrick Blessinger Learning is for human flourishing, but only if we can see flourishing as something more than economic productivity, something more than employability, something more than credentials, though these things are very important.

"The aim of learning today should be to move from survival to meaning, from authority to participation, from control to co-creation, from power to rights, and from fragmentation to coherence." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

05.03.2026 20:11 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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With Teens Comfortable Confiding in AI, Should Schools Embrace It for Mental Health Care? Why are students so comfortable using AI for emotional support?

"Navigating budget shortfalls and limited mental health staff, Interlachen Jr.-Sr. High School, where Phillips works, is using an AI platform to vet studentsโ€™ mental health needs." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:27 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Why (and How) Teachers Should Use Generative AI in the Classroom Learn why and how teachers can use generative AI to streamline lesson planning, personalize explanations, and automate retrieval practiceโ€”without losing instructional control.

"To guide educators on how to get the most out of generative AI...we picked three important aspects of instructional practice: lesson planning, providing explanations, and retrieval practice." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:23 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Since E-rate expansion cuts, schools make difficult choices on hotspots "After the FCC pulled back coverage for school bus Wi-Fi and hotspots, K-12 leaders are scrambling to connect students without home internet."

"[L]ow-income urban school districts are also feeling the brunt of the E-rate expansion reversal โ€” from both an infrastructure and affordability perspective." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:19 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
โ€˜First thing Iโ€™ve written in 3 yearsโ€™: Studentsโ€™ AI habits prompt teacher training, lesson design "Two educators who use artificial intelligence in their classroom combine prompt engineering, in-class assignments and guardrails."

"Successfully infusing artificial intelligence into the classroom means boosting studentsโ€™ AI literacy without using the tech to offload their thinking. But that requires teachers first getting up to speed on AI" #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:17 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
AI, computer science and the shifting reality of tech employment "For years, computer science was marketed as one of the safest degrees in higher education. Strong demand, high wages and a seemingly endless need for technical talent made CS feel like a guaranteed return on investment. Today, that certainty is being questioned."

"Entry-level hiring is more competitive than it was just a few years ago, and routine technical tasks are increasingly supported by automation and AI-enabled tools." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:15 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Two New Reports Urge โ€˜Human-Centeredโ€™ School AI Adoption Results of two gatherings make case for visionary yet balanced approaches to AI.

"Retreating from AI, the authors find, creates 'the worst of both worlds' โ€” students who can neither think independently nor use AI effectively." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:13 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
States weigh limits, outright bans on ed tech in schools "Momentum appears to be growing against any screen time in schools as states like Tennessee and Kansas propose prohibiting ed tech for grades K-5."

"[F]ive states are considering legislation this year to limit or ban ed tech to some extent in classrooms โ€” moving beyond widespread prohibitions on studentsโ€™ personal devices to also include those issued by districts during the school day." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

04.03.2026 17:10 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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College students and professors are making their own AI rules More than three years after ChatGPT debuted, AI has become a part of everyday life โ€” and professors and students are still figuring out how or if they should use it.

"More than half of students who used AI for coursework had mixed feelings about it, reporting that it helps them sometimes but can also make them think less deeply." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:18 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
What AI needs to accelerate the way humans innovate "In graduate school, my experimental archaeology professor told a student to create a door socketโ€”the hole in a door frame that a bolt slides intoโ€”in a slab of sandstone by pecking at it with a rounded stone. After a couple of weeks, the student presented his results to the class. โ€œI pecked the sandstone about 10,000 times,โ€ he said, โ€œand then it broke.โ€ ย  This kind of experience is known as individual learning. It works through trial and error, with lots of each."

"Technological progress occurs when different forms of expertise are combined." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:16 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
I tested 200 edtech tools. These are the ones worth using "From AI study assistants to presentation builders, these free tools can help teachers, students, and parents work smarter."

"The top-tier tools have consistently been super valuable for meโ€”in my teaching...To save you the time and effort of sifting through the chaff, Iโ€™m sharing the ones I find most useful." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:15 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Teens admit their true feelings about AI chatbots Teens are turning to AI chatbots for homework help, research, entertainment, and emotional support.

"New research gives a glimpse into how teens are using artificial intelligence." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:11 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Video: 3 AI Fears in Higher Education "Across campuses, conversations about artificial intelligence are sometimes being framed by unease rather than enthusiasm. Leaders, faculty and students are questioning how fast to move, what might break and who bears the risk."

Video: 3 AI Fears in Higher Education #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:09 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The Role of Faculty in the University of the Future "In the age of AI, the true future of higher education lies not in replacing faculty but in freeing them to do what only humans canโ€”build meaningful relationships, cultivate wisdom, and guide students through the ethical and intellectual challenges machines cannot navigate."

"The age of AI calls for reclaiming an elevated role for higher education institutions and a commensurate elevation of the faculty who make that role possible." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:08 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Google, ISTE+ASCD Offer AI Training to All Teachers K-12 teachers and higher education faculty across all grade levels and subject areas will have free access to AI literacy training modules designed by Google and aligning with ISTE+ASCD standards.

"Every U.S. educator will have free access to professional learning about artificial intelligence in the coming months, thanks to a partnership between Google and the ed-tech nonprofit ISTE+ASCD." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:05 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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If AI Is Guiding Career Decisions, It Needs Better Data CareerNet builds essential infrastructure for career navigation, using shared data and benchmarks to guarantee users high-quality guidance.

"When we ask young people how theyโ€™re making decisions about their futures, the answers are revealing...Theyโ€™re searching, comparing, watching, asking, and piecing things together...And increasingly, theyโ€™re turning to AI chatbots for answers." #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

03.03.2026 15:01 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Can We Regulate AI Without Stalling Innovation? History Says Yes "Nearly every technological revolution of the past 150 yearsโ€”from the automobile to televisions, microwave ovens and smartphonesโ€”has been marked by both extraordinary promise and deep public fear. Artificial intelligence, or AI, is no exception."

"Can we build the structures of trust and reliability early enough to allow innovation to accelerate to new heights, without sacrificing safety?" #edtech #ILoveEdTech #ImFutureReady #elearning #AIEdu

02.03.2026 19:17 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0