THE ROLE OF AI IN YOUR EDTECH APP

Education Technology

Article | August 4, 2022

What role will artificial intelligence play in the future of education? For educators, AI can feel like an exciting development — or a terrifying unknown. AI technology is advancing quickly and creating solutions once thought impossible. It’s widely available in various technologies and, in many places, already being integrated into the classroom. The pandemic spurred the development of educational technology out of necessity, including the development of AI. Suddenly, educators needed ways to obtain more information virtually. “We were starting to work on AI during the pandemic, but it sped up because there was a huge demand for it. All these things were happening online, and teachers were saying. I don’t know what’s happening in my classroom anymore." - Mike Tholfsen, principal group product manager at Microsoft Education With educators busier than ever, Tholfsen says, the greatest benefit AI can offer them is time. AI programs can gather data teachers would traditionally have to gather themselves manually. What Is Artificial Intelligence? Trying to define artificial intelligence is a bit like asking about the meaning of life: You will get a slightly different answer from everyone. At its core, AI is an area of computer science addressing the simulation of intelligent behavior in computers. Michelle Zimmerman, a classroom teacher, researcher and school leader at Renton Prep Christian School in Washington state and author of the book Teaching AI: Exploring New Frontiers for Learning, notes that psychologists and neurologists in the field don’t even agree on what counts as human intelligence. The definition also changes over time. Not too long ago, simple calculators were considered AI, while the term now is associated with a variety of innovative technologies, such as those that power content filtering and endpoint security. Artificial Intelligence vs. Machine Learning: What’s the Difference? Though not all AI involves machine learning, it is a popular subcategory of the technology. Machine learning refers to machines that process vast amounts of data and also have the capacity to get better at it the more they “learn,” Zimmerman says. “You can train models with machine learning to improve things. An example is speech-to-text technology,” Tholfsen says. “Machine learning needs a lot of data to train it to look for patterns and understand what it is looking for. The more data, the more refined or accurate the results. The results, though, are only as good as the data included,” Zimmerman says. How Can AI Be Used in K–12 Education? AI is already playing a role in many classrooms and has promising benefits that can be integrated now and in the future. Intelligent tutors What if an AI program could play the role of a teacher or coach, leading students through lessons and even motivating them? Nancye Black, founder of the Block Uncarved and project lead for ISTE’s AI Explorations program, says AI can support learners in a variety of ways. As a Columbia University researcher, she’s exploring how avatar interactions impact students. “There is some really promising research around the use of AI agents supporting girls and students of color, who are able to — in a lower-risk situation — ask for help and have social learning, even when they are learning independently,” Black says. Reading workshops If educators could host reading workshops around the classroom with each individual student, they would. Instead, AI-powered products such as Microsoft’s Immersive Reader can help educators focus on improving education for the 1 in 7 learners who have a disability, Tholfsen says. The product uses text decoding solutions to individualize instruction. "Machine learning needs a lot of data to train it to look for patterns and understand what it is looking for. The more data, the more refined or accurate the results.” - Michelle Zimmerman Classroom Teacher, Researcher and School Leader, Renton Prep Christian School Translation capabilities Translation technology is improving quickly, and these tools include more dialects and language nuances every day. A teacher in New York, for example, used AI technology to host a virtual parent night for families who speak multiple different languages, Tholfsen says. Microsoft Translate allows the teacher to generate a code, which broadcasts to everyone connecting to the stream. It translates the speaker’s language into listeners’ languages without the necessity of a human interpreter. “Listeners can type or speak back in their languages, and it cross-translates, so when you type back in Spanish, it goes to me in English, translates to Mike in Italian, and to the person speaking Arabic or Chinese,” Tholfsen says. “It’s like the Star Trek universal translator.” Low-vision accessibility Accessibility checkers are helping educators increase access for low-vision students. “We use AI and computer vision to identify what is in an image and generate a caption,” Tholfsen says. “It’s a massive timesaver to do auto-captioning on images, so people are much more likely to make their content accessible.” The implementation of AI tools won’t replace educators but will instead help them save time. The tech can be customized to fit any classroom, putting educators in control of the AI tools — not the other way around.

Continuing Education

Article | November 15, 2022

Education Technology, or EdTech as it is colloquially known as is a term that refers to the practice of deploying technology to impart education. As it is highly adaptive and progressive; the education industry has always adopted new technologies, quite readily. Many types of education are already commonly used for educational purposes. These include search engines, live webinars, video streaming, and even specialized training applications.

Education Technology

Article | October 7, 2022

Digital Promise has been working with districts and educators from across the United States to integrate computational thinking (CT) and computer science (CS) into K-12 classrooms. We’ve developed “Look for” documents to support teachers and administrators in envisioning how this fusion could work in elementary and middle school classrooms. Interviews with teachers, administrators, and other researchers showed us that “Look for” documents offer teachers and administrators a mutual starting point for collaborative visioning, self-assessment, and collective goal-setting for classroom practice. They remind administrators of “walk through” documents or forms that are often used during classroom observations to help administrators focus on specific elements of instruction so they can provide rich feedback to educators.

Article | August 20, 2020

The universal tier is the curriculum, instruction, and assessments that we provide to all students in a grade level in school. This is the instruction that’s guaranteed for all students to receive.Our universal tier instruction typically focuses on grade level standards for our state and school. Schools use universal screening data in order to identify the effectiveness of their universal tier. There are two primary questions that schools ask as they’re doing this work. The first is if 80% of their students are successful. Schools typically use 80% criteria because they have resources to intervene with about 20% of students. If they have more than 20% of students who need additional intervention in order to be successful, their resources may be strained and they may not be able to provide intervention to all of those students.