برچسب: Intelligence

  • How Artificial Intelligence Benefits Education

    How Artificial Intelligence Benefits Education


    How Artificial Intelligence Benefits Education—Infographic

    Artificial Intelligence (AI) is transforming education in some exciting ways. This infographic highlights three key benefits of using AI in learning: personalized learning, intelligent tutoring, and enhanced motivation.

    The Role Artificial Intelligence Plays In Education

    1. Personalized Learning

    Imagine having a tutor who knows exactly how you learn best. AI can analyze your learning habits and recommend tailored resources that match your interests and needs. Whether you struggle with math or love history, AI can help create a customized experience just for you.

    2. Intelligent Tutoring

    Gone are the days of waiting for a teacher to grade your work or answer your questions. AI-powered tutoring provides real-time guidance and feedback, helping students learn more effectively. This means instant explanations, step-by-step solutions, and even suggestions on how to improve.

    3. Enhanced Motivation

    Let’s be honest—learning can sometimes feel dull. AI makes it more exciting through gamification. This means incorporating challenges, rewards, and interactive activities that engage students. Imagine earning points or unlocking achievements as you learn—pretty cool, right?

    Final Thoughts

    AI is already reshaping how students learn. From personalized lessons to interactive tutoring and motivation-boosting features, AI is making education more fun and effective. As technology continues to evolve, we can expect even more innovative learning tools in the future.



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  • We must be proactive in guiding the influence of artificial intelligence on education

    We must be proactive in guiding the influence of artificial intelligence on education


    Photo: Flickr/Rainer Stropek

    The topic of AI has already grown trite, but don’t let that fool you. It’s not a fad. It feels more akin to the “atmospheric river” storms hitting California — a phenomenon we didn’t hear or know about a few years ago that is now changing how we look at rain and mudslides and fires and insurance. The storms also bring life-giving water desperately needed in the West.

    Artificial intelligence is an atmospheric river impacting everything we do — including how teachers teach, how students learn — and creating opportunities to rethink and redesign the 200-year-old institution called public education. While some may view AI as a threat, I see it as breathing new life into education.

    With education at a critical juncture, the recent K-12 AI Summit in Anaheim provided education, policy, philanthropy, and industry leaders (from 31 states and over 100 districts) an opportunity to explore ways of integrating these new technologies into K-12 experiences for both students and teachers. Spearheaded by key partners such as the Anaheim Union High School District, Digital Promise, AI EDU, and UC Irvine, this summit landed on one resounding message: The powerful role of AI as an assistant and thought partner, not a replacement for teachers.

    AI technologies offer opportunities to personalize learning experiences, provide immediate feedback and identify areas where students need support. They complement teachers’ expertise, fostering a human-centered approach to education while enhancing learning outcomes. Other themes that emerged include the need to:

    Address equity and access disparities. As AI becomes increasingly integrated into classrooms, we must ensure that all students have equitable access to these resources. Participants stressed the importance of bridging the expensive AI digital divide, providing training for educators (but not in traditional top-down ways that edtech has delivered in the past), inclusive design practices in AI development, and addressing infrastructure gaps to promote equitable access to technology.

    Incorporate ethical and responsible AI use in education. Concerns about data privacy, algorithmic bias and the ethical implications of automated decision-making have grown. Participants emphasized the need for collaborative efforts to establish frameworks and guidelines for ethical AI use that foster transparency, accountability and equity as AI becomes a tool for enhanced curriculum and instruction and the reinvention of schooling where the walls of learning between school and community come down.

    Equip students with skills for an AI-driven economy. AI can help teachers assist students with technical proficiencies and mastering substantive knowledge, but also in critical thinking, problem-solving, creativity, and collaboration. Participants emphasized how AI can accelerate interdisciplinary teaching and hands-on learning to prepare students for the challenges and opportunities ahead.

    Share knowledge and collaborate. Partnerships between schools, universities, industry and community organizations are essential for developing AI curriculum, providing professional development and piloting initiatives to connect school experiences with career opportunities. 

    Sharing best practices and research findings fosters a community dedicated to advancing AI education. It is estimated that over 30% of current jobs require some type of AI skill set. This number will likely increase sharply over the next few years. School leaders who put their heads in the sand ignoring AI are committing a serious disservice to their students when it comes to competitiveness in the job market

    I believe that this “movement” in K-12 spaces could energize the vibrant community school initiatives happening across California where folks are rethinking schools and teachers are developing experiences for students to problem-solve local and national issues. The AI future holds immense potential to empower teachers, students, parents and community members around what is the purpose of school. By leveraging the community school movement, which is a relationship-centered, inclusive process that uplifts the voices, needs and assets of historically marginalized students and groups, advanced AI tools can help teachers develop more personalized instruction, promote equity, foster ethical use, and prepare students to thrive through civic engagement and discover real-world solutions to real-world problems. AI can also help us assemble evidence of student learning and teacher leadership as well as insights from community stakeholders in ways heretofore impossible. 

    The journey toward integrating AI into K-12 education is just beginning, with summit partners committed to continuing this crucial work. Therefore, let’s seize this opportunity to rethink and re-imagine what schools can be. As Martin Luther King Jr. once emphasized, “Our very survival depends on our ability to stay awake, to adjust to new ideas, to remain vigilant and to face the challenge of change.”

    •••

    Michael Matsuda is superintendent of the Anaheim Union High School District.

    The opinions expressed in this commentary represent those of the author. EdSource welcomes commentaries representing diverse points of view. If you would like to submit a commentary, please review our guidelines and contact us.





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  • Artificial intelligence isn’t ruining education; it’s exposing what’s already broken

    Artificial intelligence isn’t ruining education; it’s exposing what’s already broken


    Credit: Allison Shelley/The Verbatim Agency for EDUimages

    A few weeks ago, my high school chemistry class sat through an “AI training.” We were told it would teach us how to use ChatGPT responsibly. We worked on worksheets with questions like, “When is it permissible to use ChatGPT on written homework?” and “How can AI support and not replace your thinking?” Another asked, “What are the risks of relying too heavily on ChatGPT?”

    Most of us just used ChatGPT to finish the worksheet. Then we moved on to other things.

    Schools have rushed to regulate AI based on a hopeful fiction: that students are curious, self-directed learners who’ll use technology responsibly if given the right guardrails. But most students don’t use AI to brainstorm or refine ideas — they use it to get assignments done faster. And school policies, built on optimism rather than observation, have done little to stop it.

    Like many districts across the country, our school policy calls students to use ChatGPT to brainstorm, organize, and even generate ideas — but not to write. If we use generative AI to write the actual content of an assignment, we’re supposed to get a zero.

    In practice, that line is meaningless. Later, I spoke to my chemistry teacher, who confided that she’d started checking Google Docs histories of papers she’d assigned and found that huge chunks of student writing were being pasted in. That is, AI-generated slop, dropped all at once with no edits, no revisions and no sign of actual real work. “It’s just disappointing,” she said. “There’s nothing I can do.”

    In Bible class, students quoted ChatGPT outputs verbatim during presentations. One student projected a slide listing the Minor Prophets alongside the sentence: “Would you like me to format this into a table for you?” Another spoke confidently about the “post-exilic” period— having earlier that week mispronounced “patriarchy.” At one point, Mr. Knoxville paused during a slide and asked, “Why does it say BCE?” Then, chuckling, answered his own question: “Because it’s ChatGPT using secular language.” Everyone laughed and moved on.

    It’s safe to say that in reality, most students aren’t using AI to deepen their learning. They’re using it to get around the learning process altogether. And the real frustration isn’t just that students are cutting corners, but that schools still pretend they aren’t.

    That doesn’t mean AI should be banned. I’m not an AI alarmist. There’s enormous potential for smart, controlled integration of these tools into the classroom. But handing students unrestricted access with little oversight is undermining the core purpose of school.

    This isn’t just a high school problem. At CSU, administrators have doubled down on AI integration with the same blind optimism: assuming students will use these tools responsibly. But widespread adoption doesn’t equal responsible use. A recent study from the National Education Association found that 72% of high school students use AI to complete assignments without really understanding the material.

    “AI didn’t corrupt deep learning,” said Tiffany Noel, education researcher and professor at SUNY Buffalo. “It revealed that many assignments were never asking for critical thinking in the first place. Just performance. AI is just the faster actor; the problem is the script.”

    Exactly. AI didn’t ruin education; it exposed what was already broken. Students are responding to the incentives the education system has given them. We’re taught that grades matter more than understanding. So if there’s an easy shortcut, why wouldn’t we take it?

    This also penalizes students who don’t cheat. They spend an hour struggling through an assignment another student finishes in three minutes with a chatbot and a text humanizer. Both get the same grade. It’s discouraging and painfully absurd.

    Of course, this is nothing new. Students have always found ways to lessen their workload, like copying homework, sharing answers and peeking during tests. But this is different because it’s a technology that should help schools — and under the current paradigm, it isn’t. This leaves schools vulnerable to misuse and students unrewarded for doing things the right way.

    What to do, then?

    Start by admitting the obvious: if an assignment is done at home, it will likely involve AI. If students have internet access in class, they’ll use it there, too. Teachers can’t stop this: they see phones under desks and tabs flipped the second their backs are turned. Teachers simply can’t police 30 screens at once, and most won’t try. Nor should they have to.

    We need hard rules and clearer boundaries. AI should never be used to do a student’s actual academic work — just as calculators aren’t allowed on multiplication drills or Grammarly isn’t accepted on spelling tests. School is where you learn the skill, not where you offload it.

    AI is built to answer prompts. So is homework. Of course students are cheating. The only solution is to make cheating structurally impossible. That means returning to basics: pen-and-paper essays, in-class writing, oral defenses, live problem-solving, source-based analysis where each citation is annotated, explained and verified. If an AI can do an assignment in five seconds, it was probably never a good assignment in the first place.

    But that doesn’t mean AI has no place. It just means we put it where it belongs: behind the desk, not in it. Let it help teachers grade quizzes. Let it assist students with practice problems, or serve as a Socratic tutor that asks questions instead of answering them. Generative AI should be treated as a useful aid after mastery, not a replacement for learning.

    Students are not idealized learners. They are strategic, social, overstretched, and deeply attuned to what the system rewards. Such is the reality of our education system, and the only way forward is to build policies around how students actually behave, not how educators wish they would.

    Until that happens, AI will keep writing our essays. And our teachers will keep grading them.

    •••

    William Liang is a high school student and education journalist living in San Jose, California.

    The opinions expressed in this commentary represent those of the author. EdSource welcomes commentaries representing diverse points of view. If you would like to submit a commentary, please review our guidelines and contact us.





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  • Cal State unveils artificial intelligence tools for students

    Cal State unveils artificial intelligence tools for students


    Credit: Pexels.com

    California State University (CSU) will make generative artificial intelligence technologies like ChatGPT available to students, staff and faculty across its 23 campuses at no personal cost to them in anticipation that AI will reshape higher education and the state’s workforce.

    Seeking to train students in AI skills and boost their career prospects, CSU will also be part of a new body, called the AI Workforce Acceleration Board, according to an announcement Tuesday at San Jose State University. That panel will include CSU academic leaders and representatives from the governor’s office as well as firms like Microsoft, IBM and artificial-intelligence chip manufacturer Nvidia.

    “This initiative will elevate the CSU student experience, enhancing student success with personalized and future-focused learning tools across all fields of study, and preparing our increasingly AI-driven workforce,” Chancellor Mildred García said at a news conference.

    The AI Workforce Acceleration Board will aim to ensure that CSU students are prepared for AI-related jobs or graduate school when they finish their degrees, CSU officials said. The board will also organize events challenging CSU students and faculty to use AI to help address problems like climate change and housing affordability. 

    In addition, CSU plans to facilitate faculty use of AI in their teaching and research. It will also connect students to AI-related apprenticeship programs, according to the announcement.

    The rise of artificial intelligence has provoked optimistic predictions that the technology will trigger rapid innovation in higher education — equipping students with chatbot tutors, administrators with the ability to automate rote tasks and scholars with models that advance their research. But those bright visions are counterbalanced by fears AI will erode the value of a college degree, undermine the academic integrity of research and unleash widespread AI-assisted cheating in classrooms. 

    California leaders have been eager to cement the state’s place as a leader in developing generative AI, and say there is a need to educate more home-grown talent to work in the sector. More than half of AI workers in the U.S. were born in other countries, according to a 2019 report by Georgetown University’s Center for Security and Emerging Technology. 

    Gov. Gavin Newsom in 2023 signed an executive order directing the state to study the impact of AI on California’s workforce and, in August, announced an agreement with Santa Clara-based Nvidia to offer AI certificate programs and workshops at community colleges.

    CSU’s focus on artificial intelligence comes at a time when campuses across the university system, especially those struggling with troubling enrollment downturns, are looking to trim costs ahead of an expected state budget cut. Noting that financial reality, CSU chief information officer Ed Clark said the chancellor’s office has allocated money from one-time savings to fund AI initiatives. “The truth is, we are piecemealing it,” he said. “We’re doing the best we can with the resources we have available one-time, and we’re going to have to do the same thing next year as well.”

    Among the tools CSU is adopting is OpenAI’s ChatGPT Edu, a version of the chatbot already in use at higher education institutions including Arizona State University and the University of Pennsylvania’s Wharton School. Unlike the free version of ChatGPT, conversations using ChatGPT Edu will stay within CSU and cannot be used to train OpenAI models, Clark said. Data privacy is a particular concern for universities, since users may wish to use ChatGPT to analyze sensitive or confidential information.

    An OpenAI official said the agreement with CSU represents the “single largest deployment of ChatGPT around the world.” By negotiating a system-wide deal with OpenAI, Clark said, CSU is making sure the technology is available to all of its campuses, not just those that can afford to purchase enterprise access to ChatGPT on their own.

    The university will pay about $16.9 million over the lifetime of its partnership with OpenAI, which is “less than current and planned expenditures for these technologies,” a CSU spokesperson said.

    Generative AI tools from other companies will also be made available to CSU affiliates, including functions within software the university system already purchases, such as Microsoft Office and Zoom video conferencing. The system also plans to offer AI training modules to teach students, faculty and staff members skills like prompt engineering while guiding them on how to use the technology in a responsible way. Training provided by Nvidia will come with compute power so students can learn to work with GPUs, the electronic circuits used to train and deploy AI models, said Louis Stewart, the company’s head of strategic initiatives.

    CSU officials are still determining the final lineup of the board, Clark said, but anticipate that it will include members of Newsom’s cabinet as well as representatives of Adobe, Google parent company Alphabet, Amazon Web Services, Instructure, Intel, LinkedIn and OpenAI. Clark said CSU-affiliated members will include Elizabeth Boyd, chair of the academic senate; Cynthia Teniente-Matson, the president of San Jose State University; Iese Esera, the president of the Cal State Student Association; and Clark himself.

    Universities have varied in their embrace of artificial intelligence technology, with some eagerly hiring administrators and faculty knowledgeable about the field or updating policies around issues like academic integrity to account for AI. 

    CSU leaders have been contemplating the impact generative artificial intelligence will have on campuses for several years, including in the system-wide academic senate. A CSU committee in June released a list of recommendations for how the university system should incorporate AI.

    The California Faculty Association, which represents CSU employees including professors, librarians and coaches, is seeking to add an article to its contract with CSU regarding the use of AI, citing concerns that adoption of the technology could “replace roles at the University that will make it difficult or impossible to solve classroom, human resources, or other issues” and otherwise negatively impact CFA members. Faculty unions outside CSU have voiced related worries.





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  • Artificial Intelligence for Remote Learning

    Artificial Intelligence for Remote Learning


    One of the greatest challenges that teachers face is the ability to personalize learning for each student. With only one teacher and often more than 30 students, teachers have trouble finding the right pace. What may be too fast for some students is too slow for others. The solution many teachers settle on is to teach to the middle student. The slower students often get left behind, the more advanced students quickly become bored.

    Even teaching one student, the teacher is challenged to find the right curriculum path that meets the needs of that individual student.

    Using artificial intelligence, Wowzers adjusts the content, tailoring learning to each individual student.  Additionally, teachers are able to monitor student progress through the Wowzers’ Learning Management System. This is extremely beneficial as the new normal adjusts to Remote Learning.

    Wowzers takes advantage of the power of artificial intelligence in its adaptive nature and design. When a student makes a mistake in the curriculum, the program automatically checks for common errors and detects what the student did incorrectly. This information is used to craft an intelligent response to the student to get them back on track. 

    In the practice portion of the curriculum, artificial intelligence is used to balance the questions asked of the student. When the student gets multiple questions correct, the math becomes harder, but they’re not required to answer as many questions. When the student begins to struggle, the math becomes easier, but they’re presented with additional problems before they progress to the next activity. 

    Artificial intelligence is also used when the Wowzers system syncs with NWEA’s API  to fetch RTI scores to intelligently create a personalized curriculum that challenges the student at their individual skill level.

    This decade will see more use of artificial intelligence to help guide students on a path of learning that includes the ability for more student choice based on data. Wowzers is proud to be a part of the first wave in the development of a product that uses artificial intelligence and intends on growing and expanding content using artificial intelligence to enhance the learning experience.



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