AI Can Fine-Tune Teaching With Quicker, More Frequent & More Affordable Feedback

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class="wrap"> <div class="article_head"> <div class="article_terms"> <div class="post_tag"><span><a href="https://www.the74million.org/category/opinion/">Opinion</a></span></div> </div> <h1 class="headline">AI Can Fine-Tune Teaching With Quicker, More Frequent & More Affordable Feedback</h1> <h2 class="subtitle">Educator's view: Programs show how artificial intelligence in the classroom can inform teacher practice in ways that can strengthen student engagement</h2> <figure class=""> <img width="1200" height="720" src="https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot.jpg" class="attachment-full size-full wp-post-image" alt="This is an illustration of a teacher and robot teaching from a chalkboard." decoding="async" loading="lazy" srcset="https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot.jpg 1200w, https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot-300x180.jpg 300w, https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot-825x495.jpg 825w, https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot-215x129.jpg 215w, https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot-768x461.jpg 768w, https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot-232x139.jpg 232w" sizes="(max-width: 1200px) 100vw, 1200px" /> <figcaption> </figcaption> </figure> </div> <div class="article_body"> <div class="byline"> <address class="author"> By <a rel="author" href="https://www.the74million.org/contributor/716882/">David Adams</a> & <a rel="author" href="https://www.the74million.org/contributor/698803/">Lynette Guastaferro</a> </address> <time pubdate datetime="2024-03-17" title="March 17, 2024">March 17, 2024</time><br/> <span class="op_disclaimer">The views expressed here are those of the authors.<span> </div> <div class="single_share"> <ul> <li><a class="icon-social twitter" 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data-flip-widget="shareflip" ><img src="https://cdn.flipboard.com/badges/flipboard_mbsw.png" /></a><script src="https://cdn.flipboard.com/web/buttons/js/flbuttons.min.js" type="text/javascript"></script></li> <li><a class="icon-social mailto" href="mailto:?body=https://www.the74million.org/article/ai-can-fine-tune-teaching-with-quicker-more-frequent-more-affordable-feedback/&subject=From The 74" target="_blank" title="E-mail this story"></a></li> <li><a class="icon-social republish" href="#" onclick="t74_show_republish_box();" target="_blank" title="Republish this story"></a></li> </ul> </div> <div class="grid"> <div class="article_sidebar sidebar desktop"> <div id="newsletter_signup"> <div> <figure> <img src="https://www.the74million.org/wp-content/themes/T74v2/images/head-in-clouds-250x260.gif);"> </figure> <span> <h5 class="response response_content sans">Untangle Your Mind!</h5> <p>Sign up for our free newsletter and start your day with in-depth reporting on the latest topics in 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class="cta_snippet"><p><em>Get stories like these delivered straight to your inbox. </em><a class="arrow" href="https://www.the74million.org/about/newsletters/?utm_source=website&utm_medium=article&utm_campaign=top&utm_id=newsletter"><strong>Sign up for The 74 Newsletter</strong></a></p></span>  <p>It seems counterintuitive to think that artificial intelligence can help teachers reach children in the classroom more effectively. After all, what could be more distinctively human than lighting that flame of learning inside a child’s mind? And who better to coach a teacher on what works than another human? The short answer is no one. But the more nuanced response is that AI can inform teachers in ways that can strengthen the quality of their engagement with their students. We believe in its power and potential.</p> <p>We lead education nonprofits that work closely with New York City public schools. <a href="https://teachingmatters.org/">Teaching Matters</a> provides evidenced-based coaching to ensure that all students have equitable access to effective math and reading instruction. The <a href="https://www.urbanassembly.org/">Urban Assembly</a> enables social and economic mobility by innovating in public schools with no admission requirements, including giving teachers the tools they need.</p> <p>One of those tools is an AI-powered system that instructional coaches will soon use to analyze classroom videos and identify what teachers are doing well to connect with students and where they can improve. Coaches already analyze video, but <a href="https://www.chalkbeat.org/newyork/2024/01/02/schools-to-use-artificial-intelligence-to-help-coach-teachers/">this system</a>, developed by American Institutes of Research, will speed up the process, allowing coaches to get meaningful feedback to teachers more quickly and more often in the Urban Assembly network’s 22 schools. Now, a teacher may get feedback as little as once or twice a year. AI will pump up the pace.</p> <p>Teaching Matters piloted a similar system this school year, thanks to a grant from the <a href="https://www.gatesfoundation.org/">Bill & Melinda Gates Foundation</a>. This system, tried out in secondary math classes, listens to and analyzes the speech of teachers and students and can measure how often an educator uses certain practices that research has shown to work. For example, it can tell a teacher if a question was good and could help students think through a math problem themselves. Rather than using data to inform instruction by looking at student results, AI can quickly and cheaply collect information on select teacher practices that can lead to improved achievement.</p> <aside class="inline_story shortcode simple"><a href="https://www.the74million.org/article/ai-will-not-transform-k-12-education-without-changes-to-the-grammar-of-school/"><figure style="background-image: url(https://www.the74million.org/wp-content/uploads/2022/12/iStock-1142845130-copy.jpg);"></figure><div><span class="sans related_tag">Related</span><h4 class="sans">AI Will Not Transform K-12 Education Without Changes to 'the Grammar of School'</h4></div></a></aside> <p>In the past, this required a coach to sit and observe a teacher in the classroom. Now, with AI, schools can capture data on teacher practices more quickly and at lower cost. This is a game changer. In public education, time is both an important and limited resource; these AI systems save time by allowing instructional coaches and schools to see the methods that teachers are using in class more quickly. They provide data on these practices to the teachers, coaches and principals — and all of them can do something very human with it. They can use the data to discuss with one another which instructional practices are working. Collecting the data to support human interaction has now become affordable. </p> <p>The ability of artificial intelligence to capture evidence of tone and mood can help foster a more supportive classroom environment and enable more effective social-emotional learning. AI can tell the difference between laughter and yelling, provide clues as to what leads to either and even help identify a negative mood that could hamper student learning and belonging. </p> <p>It allows educators to find evidence of teaching moves that work, much in the same way that a basketball coach might draw up a game-winning play. </p> <p>Still, it’s early days for AI. It’s not perfect. Because AI thus far has trained mostly on the voices of white men, it struggles with accents. It sometimes has trouble distinguishing between the voices of female teachers and students and thus offers incorrect feedback. These are problems that need work. If teachers and coaches are to trust the data, they are problems worth working on.</p> <aside class="inline_story shortcode simple"><a href="https://www.the74million.org/article/10-predictions-about-learning-recovery-innovation-in-public-education-in-2024/"><figure style="background-image: url(https://www.the74million.org/wp-content/uploads/2024/02/crystal-ball-top-10-robin-lake.jpg);"></figure><div><span class="sans related_tag">Related</span><h4 class="sans">10 Predictions about Learning Recovery, Innovation in Public Education in 2024</h4></div></a></aside> <p>The potential dividends are enormous. We believe it will be easier to measure the quality of more complex types of teaching, and lower the cost of it to resource-strapped school districts. We believe it will energize teachers where it matters most — in the classroom.</p> <p>And that’s the point, in the end. Students learn best from strong teachers. Not from programs, not from videos, not from AI. But if AI helps coaches to help teachers improve, that will be a gift given to students. Why withhold that?</p> <p><em>Disclosure: The Bill & Melinda Gates Foundation provides financial support to</em><a href="https://www.the74million.org/supporters/"><em> The 74</em></a>.</p>   <span class="cta_snippet ft"><p><em>Get stories like these delivered straight to your inbox. </em><a class="arrow" href="https://www.the74million.org/about/newsletters/?utm_source=website&utm_medium=article&utm_campaign=top&utm_id=newsletter"><strong>Sign up for The 74 Newsletter</strong></a></p></span> </div> </div> </div> <div class="article_footer grid"> <div class="single_share"> <ul> <li><a class="icon-social twitter" href="http://twitter.com/intent/tweet?url=https://www.the74million.org/article/ai-can-fine-tune-teaching-with-quicker-more-frequent-more-affordable-feedback/&text=AI+Can+Fine-Tune+Teaching+With+Quicker%2C+More+Frequent+%26+More+Affordable+Feedback @The74" target="_blank" title="Share this story on X"></a></li> <li><a class="icon-social facebook" 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href="mailto:?body=https://www.the74million.org/article/ai-can-fine-tune-teaching-with-quicker-more-frequent-more-affordable-feedback/&subject=From The 74" target="_blank" title="E-mail this story"></a></li> <li><a class="icon-social republish" href="#" onclick="t74_show_republish_box();" target="_blank" title="Republish this story"></a></li> </ul> </div> <div class="republish"> <a href="#" onclick="t74_show_republish_box();"> Republish This Article <span class="desktop">Learn More</span> </a> </div> <div class="author_profile"> <address class=""> <p><a class="author_inline_link" href="https://www.the74million.org/contributor/716882/">David Adams</a> is the Chief Executive Officer at Urban Assembly.</p> <div class="author_image" style="background-image:url(https://www.the74million.org/wp-content/uploads/2023/10/Screen-Shot-2023-10-26-at-2.34.43-PM-300x300.jpg)"> <img src="https://www.the74million.org/wp-content/uploads/2023/10/Screen-Shot-2023-10-26-at-2.34.43-PM-300x300.jpg"> </div> </address> <address class=""> <p><a class="author_inline_link" href="https://www.the74million.org/contributor/698803/">Lynette Guastaferro</a> is the CEO of NYC-based nonprofit Teaching Matters, a nonprofit that increases teacher effectiveness to improve student success, so every child has equitable access to excellent teaching, regardless of zip code.</p> <div class="author_image" style="background-image:url(https://www.the74million.org/wp-content/uploads/2022/10/lynette-300x300.jpg)"> <img src="https://www.the74million.org/wp-content/uploads/2022/10/lynette-300x300.jpg"> </div> </address> </div> <div class="article_tags desktop"> <ul> <li><a href="https://www.the74million.org/tag/artificial-intelligence/">Artificial Intelligence</a></li> <li><a href="https://www.the74million.org/tag/opinion/">opinion</a></li> <li><a href="https://www.the74million.org/tag/teacher-workload/">teacher workload</a></li> </ul> </div> </div> </div> </article>  <div id="republish-box" data-postid=723910 data-gaid="UA-64416702-1" data-ga4id="G-YQBR2DBZ9Z"> <div> <span class="sans">Republish This Article</span> <p><i>We want our stories to be shared as widely as possible — for free.</i></p> <p><a style="color:white" href="/republish/"><i>Please view The 74's republishing terms.</i></a></p><br/><br/> <textarea id="repub_content" class="text-scroller" readonly> <h1>AI Can Fine-Tune Teaching With Quicker, More Frequent & More Affordable Feedback</h1> <h2>Educator's view: Programs show how artificial intelligence in the classroom can inform teacher practice in ways that can strengthen student engagement</h2> <p class="sans">By <a rel="author" href="https://www.the74million.org/contributor/716882/">David Adams</a> & <a rel="author" href="https://www.the74million.org/contributor/698803/">Lynette Guastaferro</a></p> <img src="https://www.the74million.org/wp-content/uploads/2024/03/teachers-and-robot.jpg"> <p>This story first appeared at <a href="https://www.the74million.org">The 74</a>, a nonprofit news site covering education. <a href="https://www.the74million.org/about/newsletters/?utm_source=republish-button&utm_medium=website&utm_campaign=republish">Sign up for free newsletters from The 74</a> to get more like this in your inbox.</p> <p>It seems counterintuitive to think that artificial intelligence can help teachers reach children in the classroom more effectively. After all, what could be more distinctively human than lighting that flame of learning inside a child’s mind? And who better to coach a teacher on what works than another human? The short answer is no one. But the more nuanced response is that AI can inform teachers in ways that can strengthen the quality of their engagement with their students. We believe in its power and potential.</p> <p>We lead education nonprofits that work closely with New York City public schools. <a href="https://teachingmatters.org/">Teaching Matters</a> provides evidenced-based coaching to ensure that all students have equitable access to effective math and reading instruction. The <a href="https://www.urbanassembly.org/">Urban Assembly</a> enables social and economic mobility by innovating in public schools with no admission requirements, including giving teachers the tools they need.</p> <p>One of those tools is an AI-powered system that instructional coaches will soon use to analyze classroom videos and identify what teachers are doing well to connect with students and where they can improve. Coaches already analyze video, but <a href="https://www.chalkbeat.org/newyork/2024/01/02/schools-to-use-artificial-intelligence-to-help-coach-teachers/">this system</a>, developed by American Institutes of Research, will speed up the process, allowing coaches to get meaningful feedback to teachers more quickly and more often in the Urban Assembly network’s 22 schools. Now, a teacher may get feedback as little as once or twice a year. AI will pump up the pace.</p> <p>Teaching Matters piloted a similar system this school year, thanks to a grant from the <a href="https://www.gatesfoundation.org/">Bill & Melinda Gates Foundation</a>. This system, tried out in secondary math classes, listens to and analyzes the speech of teachers and students and can measure how often an educator uses certain practices that research has shown to work. For example, it can tell a teacher if a question was good and could help students think through a math problem themselves. Rather than using data to inform instruction by looking at student results, AI can quickly and cheaply collect information on select teacher practices that can lead to improved achievement.</p> <aside class="inline_story shortcode simple"><a href="https://www.the74million.org/article/ai-will-not-transform-k-12-education-without-changes-to-the-grammar-of-school/"><figure style="background-image: url(https://www.the74million.org/wp-content/uploads/2022/12/iStock-1142845130-copy.jpg);"></figure><div><span class="sans related_tag">Related</span><h4 class="sans">AI Will Not Transform K-12 Education Without Changes to 'the Grammar of School'</h4></div></a></aside> <p>In the past, this required a coach to sit and observe a teacher in the classroom. Now, with AI, schools can capture data on teacher practices more quickly and at lower cost. This is a game changer. In public education, time is both an important and limited resource; these AI systems save time by allowing instructional coaches and schools to see the methods that teachers are using in class more quickly. They provide data on these practices to the teachers, coaches and principals — and all of them can do something very human with it. They can use the data to discuss with one another which instructional practices are working. Collecting the data to support human interaction has now become affordable. </p> <p>The ability of artificial intelligence to capture evidence of tone and mood can help foster a more supportive classroom environment and enable more effective social-emotional learning. AI can tell the difference between laughter and yelling, provide clues as to what leads to either and even help identify a negative mood that could hamper student learning and belonging. </p> <p>It allows educators to find evidence of teaching moves that work, much in the same way that a basketball coach might draw up a game-winning play. </p> <p>Still, it’s early days for AI. It’s not perfect. Because AI thus far has trained mostly on the voices of white men, it struggles with accents. It sometimes has trouble distinguishing between the voices of female teachers and students and thus offers incorrect feedback. These are problems that need work. If teachers and coaches are to trust the data, they are problems worth working on.</p> <aside class="inline_story shortcode simple"><a href="https://www.the74million.org/article/10-predictions-about-learning-recovery-innovation-in-public-education-in-2024/"><figure style="background-image: url(https://www.the74million.org/wp-content/uploads/2024/02/crystal-ball-top-10-robin-lake.jpg);"></figure><div><span class="sans related_tag">Related</span><h4 class="sans">10 Predictions about Learning Recovery, Innovation in Public Education in 2024</h4></div></a></aside> <p>The potential dividends are enormous. We believe it will be easier to measure the quality of more complex types of teaching, and lower the cost of it to resource-strapped school districts. We believe it will energize teachers where it matters most — in the classroom.</p> <p>And that’s the point, in the end. Students learn best from strong teachers. Not from programs, not from videos, not from AI. But if AI helps coaches to help teachers improve, that will be a gift given to students. 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AI Can Fine-Tune Teaching With Quicker, More Frequent & More Affordable Feedback – The 74