Category: equity

  • Celebrating heritage means honoring students’ languages

    Celebrating heritage means honoring students’ languages

    Key points:

    Every year, Hispanic Heritage Month offers the United States a chance to honor the profound and varied contributions of Latino communities. We celebrate scientists like Ellen Ochoa, the first Latina woman in space, and activists like Dolores Huerta, who fought tirelessly for workers’ rights. We use this month to recognize the cultural richness that Spanish-speaking families bring to our communities, including everything from vibrant festivals to innovative businesses that strengthen our local economies.

    But there’s a paradox at play.

    While we spotlight Hispanic heritage in public spaces, many classrooms across the country require Spanish-speaking students to set aside the very heart of their cultural identity: their language.

    This contradiction is especially personal for me. I moved from Puerto Rico to the mainland United States as an adult in hopes of building a better future for myself and my family. The transition was far from easy. My accent often became a challenge in ways I never expected, because people judged my intelligence or questioned my education based solely on how I spoke. I could communicate effectively, yet my words were filtered through stereotypes.

    Over time, I found deep fulfillment working in a state that recognizes the value of bilingual education. Texas, where I now live, continues to expand biliteracy pathways for students. This commitment honors both home languages and English, opening global opportunities for children while preserving ties to their history, family, and identity.

    That commitment to expanding pathways for English Learners (EL) is urgently needed. Texas is home to more than 1.3 million ELs, which is nearly a quarter of all students in the state, the highest share in the nation. Nationwide, there are more than 5 million ELs comprising nearly 11 percent of the U.S. public school students; about 76 percent of ELs are Spanish speakers. Those figures represent millions of children who walk into classrooms every day carrying the gift of another language. If we are serious about celebrating Hispanic Heritage Month, we must be serious about honoring and cultivating that gift.

    A true celebration of Hispanic heritage requires more than flags and food. It requires acknowledging that students’ home languages are essential to their academic success, not obstacles to overcome. Research consistently shows that bilingualism is a cognitive asset. Those who are exposed to two languages at an early age outperform their monolingual peers on tests of cognitive function in adolescence and adulthood. Students who maintain and develop their native language while learning English perform better academically, not worse. Yet too often, our educational systems operate as if English is the only language that matters.

    One powerful way to shift this mindset is rethinking the materials students encounter every day. High-quality instructional materials should act as both mirrors and windows–mirrors in which students see themselves reflected, and windows through which they explore new perspectives and possibilities. Meeting state academic standards is only part of the equation: Materials must also align with language development standards and reflect the cultural and linguistic diversity of our communities.

    So, what should instructional materials look like if we truly want to honor language as culture?

    • Instructional materials should meet students at varying levels of language proficiency while never lowering expectations for academic rigor.
    • Effective materials include strategies for vocabulary development, visuals that scaffold comprehension, bilingual glossaries, and structured opportunities for academic discourse.
    • Literature and history selections should incorporate and reflect Latino voices and perspectives, not as “add-ons” during heritage month, but as integral elements of the curriculum throughout the year.

    But materials alone are not enough. The process by which schools and districts choose them matters just as much. Curriculum teams and administrators must center EL experiences in every adoption decision. That means intentionally including the voices of bilingual educators, EL specialists, and, especially, parents and families. Their life experiences offer insights into the most effective ways to support students.

    Everyone has a role to play. Teachers should feel empowered to advocate for materials that support bilingual learners; policymakers must ensure funding and policies that prioritize high-quality, linguistically supportive instructional resources; and communities should demand that investments in education align with the linguistic realities of our students.

    Because here is the truth: When we honor students’ languages, we are not only affirming their culture; we are investing in their future. A child who is able to read, write, and think in two languages has an advantage that will serve them for life. They will be better prepared to navigate an interconnected world, and they carry with them the ability to bridge communities.

    This year, let’s move beyond celebrating what Latino communities have already contributed to America and start investing in what they can become when we truly support and honor them year-round. That begins with valuing language as culture–and making sure our classrooms do the same.

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  • AI teacher tools display racial bias when generating student behavior plans, study finds

    AI teacher tools display racial bias when generating student behavior plans, study finds

    This story was originally published by Chalkbeat. Sign up for their newsletters at ckbe.at/newsletters.

    Asked to generate intervention plans for struggling students, AI teacher assistants recommended more-punitive measures for hypothetical students with Black-coded names and more supportive approaches for students the platforms perceived as white, a new study shows.

    These findings come from a report on the risks of bias in artificial intelligence tools published Wednesday by the non-profit Common Sense Media. Researchers specifically sought to evaluate the quality of AI teacher assistants — such as MagicSchool, Khanmingo, Curipod, and Google Gemini for Education — that are designed to support classroom planning, lesson differentiation, and administrative tasks.

    Common Sense Media found that while these tools could help teachers save time and streamline routine paperwork, AI-generated content could also promote bias in lesson planning and classroom management recommendations.

    Robbie Torney, senior director of AI programs at Common Sense Media, said the problems identified in the study are serious enough that ed tech companies should consider removing tools for behavior intervention plans until they can improve them. That’s significant because writing intervention plans of various sorts is a relatively common way teachers use AI.

    After Chalkbeat asked about Common Sense Media’s findings, a Google spokesperson said Tuesday that Google Classroom has turned off the shortcut to Gemini that prompts teachers to “Generate behavior intervention strategies” to do additional testing.

    However, both MagicSchool and Google, the two platforms where Common Sense Media identified racial bias in AI-generated behavior intervention plans, said they could not replicate Common Sense Media’s findings. They also said they take bias seriously and are working to improve their models.

    School districts across the country have been working to implement comprehensive AI policies to encourage informed use of these tools. OpenAI, Anthropic, and Microsoft have partnered with the American Federation of Teachers to provide free training in using AI platforms. The Trump Administration also has encouraged greater AI integration in the classroom. However, recent AI guidelines released by the U.S. Department of Education have not directly addressed concerns about bias within these systems.

    About a third of teachers report using AI at least weekly, according to a national survey conducted by the Walton Family Foundation in cooperation with Gallup. A separate survey conducted by the research organization Rand found teachers specifically report using these tools to help develop goals for Individualized Education Program — or IEP — plans. They also say they use these tools to shape lessons or assessments around those goals, and to brainstorm ways to accommodate students with disabilities.

    Torney said Common Sense Media isn’t trying to discourage teachers from using AI in general. The goal of the report is to encourage more awareness of potential uses of AI teacher assistants that might have greater risks in the classroom.

    “We really just want people to go in eyes wide open and say, ‘Hey these are some of the things that they’re best at and these are some of the things you probably want to be a little bit more careful with,’” he said.

    Common Sense Media identified AI tools that can generate IEPs and behavior intervention plans as high risk due to their biased treatment of students in the classroom. Using MagicSchool’s Behavior Intervention Suggestions tool and the Google Gemini “Generate behavior intervention strategies tool,” Common Sense Media’s research team ran the same prompt about a student who struggled with reading and showed aggressive behavior 50 times using white-coded names and 50 times using Black-coded names, evenly split between male- and female-coded names.

    The AI-generated plans for the students with Black-coded names didn’t all appear negative in isolation. But clear differences emerged when those plans from MagicSchool and Gemini were compared with plans for students with white-coded names.

    For example, when prompted to provide a behavior intervention plan for Annie, Gemini emphasized addressing aggressive behavior with “consistent non-escalating responses” and “consistent positive reinforcement.” Lakeesha, on the other hand, should receive “immediate” responses to her aggressive behaviors and positive reinforcement for “desired behaviors,” the tool said. For Kareem, Gemini simply said, “Clearly define expectations and teach replacement behaviors,” with no mention of positive reinforcement or responses to aggressive behavior.

    Torney noted that the problems in these AI-generated reports only became apparent across a large sample, which can make it hard for teachers to identify. The report warns that novice teachers may be more likely to rely on AI-generated content without the experience to catch inaccuracies or biases. Torney said these underlying biases in intervention plans “could have really large impacts on student progression or student outcomes as they move across their educational trajectory.”

    Black students are already subject to higher rates of suspension than their white counterparts in schools and more likely to receive harsher disciplinary consequences for subjective reasons, like “disruptive behavior.” Machine learning algorithms replicate the decision-making patterns of the training data that they are provided, which can perpetuate existing inequalities. A separate study found that AI tools replicate existing racial bias when grading essays, assigning lower scores to Black students than to Asian students.

    The Common Sense Media report also identified instances when AI teacher assistants generated lesson plans that relied on stereotypes, repeated misinformation, and sanitized controversial aspects of history.

    A Google spokesperson said the company has invested in using diverse and representative training data to minimize bias and overgeneralizations.

    “We use rigorous testing and monitoring to identify and stop potential bias in our AI models,” the Google spokesperson said in an email to Chalkbeat. “We’ve made good progress, but we’re always aiming to make improvements with our training techniques and data.”

    On its website, MagicSchool promotes its AI teaching assistant as “an unbiased tool to aid in decision-making for restorative practices.” In an email to Chalkbeat, MagicSchool said it has not been able to reproduce the issues that Common Sense Media identified.

    MagicSchool said their platform includes bias warnings and instructs users not to include student names or other identifying information when using AI features. In light of the study, it is working with Common Sense to improve its bias detection systems and design tools in ways that encourage educators to review AI generated content more closely.

    “As noted in the study, AI tools like ours hold tremendous promise — but also carry real risks if not designed, deployed, and used responsibly,” MagicSchool told Chalkbeat. “We are grateful to Common Sense Media for helping hold the field accountable.”

    Chalkbeat is a nonprofit news site covering educational change in public schools.

    For more news on AI, visit eSN’s Digital Learning hub.

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  • Promoting access to higher education worldwide

    Promoting access to higher education worldwide

    by Graeme Atherton

    The shift to the political right in many countries in the world, including it appears the UK now, presents a new set of challenges for equitable access and success to higher education. Not that it needed any new ones. Inequalities in participation in higher education are pervasive, entrenched and low on the list of priorities of most governments. Since the early 2010s we have been working with other organisations across the world including the World Bank and UNESCO to understand the extent and nature of these inequalities but more importantly to initiate activities to address them. In 2016 working with colleagues including the late, great Geoff Whitty I undertook a project to bring together as much secondary data we could on who participates in higher education by social background across the world.

    The Drawing the Global Access Map report found that in all the countries where we could find data (over 90%) higher education participation was unequal. The extent of this inequality differs but it binds together countries and higher education systems of all varieties. Following convening 2 global conferences on higher education access around the time of this report in an attempt to galvanise the global higher education community, we then launched World Access to Higher Education Day (WAHED) in 2018. The aim of WAHED was to create a vehicle that would enable universities to launch activities to address inequalities in access and success on the day in their own place. As the pandemic hit we also started a global online conference and up to 2022 over 1000 organisations from over 100 countries engaged in WAHED. We also produced research to mark the day including the All Around the World – Equity Policies Across the Globe report in 2018 which looked at policies on higher education equity in over 70 countries. The report found that only 32% of the countries surveyed have defined specific participation targets for any equity group and only 11% have formulated a comprehensive equity strategy.

    WAHED played an important role as a catalyst for activism, especially in contexts where individuals or departments felt that they were acting in isolation. However, progress will be limited if efforts are restricted just to an International Day of Action. Hence, in December 2024, working again with the World Bank, UNESCO as well as Equity Practitioners in Higher Education in Australasia (EPHEA), and a number of educational foundations, we launched the World Access to Higher Education Network (WAHEN). The aim of WAHEN is to construct an alliance for global, collective action on higher education equity and more information can be found here. It will focus on:

    •              Capacity Building via the sharing, professionalisation and enhancement of practice in learning, teaching and pre-HE outreach

    •              Collaboration – enabling organisations to formulate and deliver shared goals through a set of global communities of practice.

    •              Convening – bringing together those from across countries and sectors to affect change in higher education through World Access to Higher Education Day.

    •              Campaigning – advocating and working with policymakers and governments around the world producing research and evidence.

    •              Critical thinking – creating an online space where the knowledge based on ‘what works’ in equitable access and success can be developed & shared.

    It was because there was a national organisation that works to tackle inequalities in higher education in the UK, the National Education Opportunities Network (NEON), that I founded and led for 13 years, that WAHED and WAHEN happened. NEON led these efforts to build a global network. There remains a large way to go for WAHEN to be sustainable and impactful. We are working intently on how to position WAHEN and how it should focus its efforts. Inequalities in access and success are locally defined. They can’t be defined from a Euro-centric perspective, and they can also only be tackled through primarily work that is regional or national. The added value of international collaboration in this area needs to be articulated, it can’t be assumed. But at the same time, nor should the default assumption be that such a network or collaboration is less required where equitable access and success is concerned than in other parts of higher education. This assumption encapsulates the very problem at hand, ie the lack of willingness to recognise the extent of these inequalities and make the changes necessary to start to address them.

    The present challenges to higher education presented by the global shift to the right brings into sharp focus the consequences of a failure to deal with these inequalities. Universities and left leaning governments are unable to frame higher education as open and available to all with the potential to enter. The accusations of elitism and the threats to academic freedom etc then become an easier sell to electorates for whom higher education has never mattered, or those in their family/community. It is more important than ever then that something like WAHEN exists. It is essential that we develop the tools that give higher education systems across the world to become more equitable and to resist populist narratives, and that we do this now.

    Professor Graeme Atherton is Director of the World Access to Higher Education Network (WAHEN) and Vice Principal, Ruskin College, Oxford.

    A hybrid conference Access and Geopolitics: Next Steps in Tackling the Equity Crisis in Global Higher Education, was held on 3 June 2025 at the Department of Education in Oxford, jointly organised by WAHEN, The Centre for Skills, Knowledge and Organisational Performance (SKOPE) and the Centre for Global Higher Education (CGHE). There were almost 40 presentations on: the politics – and geopolitics – of widening participation; the challenge of financing access; private provision and higher education as a public good; populism and the equity ‘backlash’; and, the challenge of generating meaningful participation data. Speakers included: John Blake, Director for Fair Access and Participation at the Office for Students, England;  Dr Jamil Salmi, global tertiary education expert; Professor Shamit Saggar, Executive Director of Australian Centre for Student Equity and Success; Professor Rachel Brooks, Professor of Higher Education, Oxford and President of the British Sociological Association; Professor Johanna Waters, Professor of Human Geography, UCL; Dr James Robson, Director of SKOPE and Associate Professor of Tertiary Education Systems, Oxford; Graeme Atherton, Director of the World Access to Higher Education Network (WAHEN) and Vice Principal, Ruskin College, Oxford; and Danielle Watkis, DPhil student, Department of Education, Oxford. A full record of the event will soon be available on the CGHE website.

    Author: SRHE News Blog

    An international learned society, concerned with supporting research and researchers into Higher Education

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  • How educators can use Gen AI to promote inclusion and widen access

    How educators can use Gen AI to promote inclusion and widen access

    by Eleni Meletiadou

    Introduction

    Higher education faces a pivotal moment as Generative AI becomes increasingly embedded within academic practice. While AI technologies offer the potential to personalize learning, streamline processes, and expand access, they also risk exacerbating existing inequalities if not intentionally aligned with inclusive values. Building on our QAA-funded project outputs, this blog outlines a strategic framework for deploying AI to foster inclusion, equity, and ethical responsibility in higher education.

    The digital divide and GenAI

    Extensive research shows that students from marginalized backgrounds often face barriers in accessing digital tools, digital literacy training, and peer networks essential for technological confidence. GenAI exacerbates this divide, demanding not only infrastructure (devices, subscriptions, internet access) but also critical AI literacy. According to previous research, students with higher AI competence outperform peers academically, deepening outcome disparities.

    However, the challenge is not merely technological; it is social and structural. WP (Widening Participation) students often remain outside informal digital learning communities where GenAI tools are introduced and shared. Without intervention, GenAI risks becoming a “hidden curriculum” advantage for already-privileged groups.

    A framework for inclusive GenAI adoption

    Our QAA-funded “Framework for Educators” proposes five interrelated principles to guide ethical, inclusive AI integration:

    • Understanding and Awareness Foundational AI literacy must be prioritized. Awareness campaigns showcasing real-world inclusive uses of AI (eg Otter.ai for students with hearing impairments) and tiered learning tracks from beginner to advanced levels ensure all students can access, understand, and critically engage with GenAI tools.
    • Inclusive Collaboration GenAI should be used to foster diverse collaboration, not reinforce existing hierarchies. Tools like Miro and DeepL can support multilingual and neurodiverse team interactions, while AI-powered task management (eg Notion AI) ensures equitable participation. Embedding AI-driven teamwork protocols into coursework can normalize inclusive digital collaboration.
    • Skill Development Higher-order cognitive skills must remain at the heart of AI use. Assignments that require evaluating AI outputs for bias, simulating ethical dilemmas, and creatively applying AI for social good nurture critical thinking, problem-solving, and ethical awareness.
    • Access to Resources Infrastructure equity is critical. Universities must provide free or subsidized access to key AI tools (eg Grammarly, ReadSpeaker), establish Digital Accessibility Centers, and proactively support economically disadvantaged students.
    • Ethical Responsibility Critical AI literacy must include an ethical dimension. Courses on AI ethics, student-led policy drafting workshops, and institutional AI Ethics Committees empower students to engage responsibly with AI technologies.

    Implementation strategies

    To operationalize the framework, a phased implementation plan is recommended:

    • Phase 1: Needs assessment and foundational AI workshops (0–3 months).
    • Phase 2: Pilot inclusive collaboration models and adaptive learning environments (3–9 months).
    • Phase 3: Scale successful practices, establish Ethics and Accessibility Hubs (9–24 months).

    Key success metrics include increased AI literacy rates, participation from underrepresented groups, enhanced group project equity, and demonstrated critical thinking skill growth.

    Discussion: opportunities and risks

    Without inclusive design, GenAI could deepen educational inequalities, as recent research warns. Students without access to GenAI resources or social capital will be disadvantaged both academically and professionally. Furthermore, impersonal AI-driven learning environments may weaken students’ sense of belonging, exacerbating mental health challenges.

    Conversely, intentional GenAI integration offers powerful opportunities. AI can personalize support for students with diverse learning needs, extend access to remote or rural learners, and reduce administrative burdens on staff – freeing them to focus on high-impact, relational work such as mentoring.

    Conclusion

    The future of inclusive higher education depends on whether GenAI is adopted with a clear commitment to equity and social justice. As our QAA project outputs demonstrate, the challenge is not merely technological but ethical and pedagogical. Institutions must move beyond access alone, embedding critical AI literacy, equitable resource distribution, community-building, and ethical responsibility into every stage of AI adoption.

    Generative AI will not close the digital divide on its own. It is our pedagogical choices, strategic designs, and values-driven implementations that will determine whether the AI-driven university of the future is one of exclusion – or transformation.

    This blog is based on the recent outputs from our QAA-funded project entitled: “Using AI to promote education for sustainable development and widen access to digital skills”

    Dr Eleni Meletiadou is an Associate Professor (Teaching) at London Metropolitan University  specialising in Equity, Diversity, and Inclusion (EDI), AI, inclusive digital pedagogy, and multilingual education. She leads the Education for Social Justice and Sustainable Learning and Development (RILEAS) and the Gender Equity, Diversity, and Inclusion (GEDI) Research Groups. Dr Meletiadou’s work, recognised with the British Academy of Management Education Practice Award (2023), focuses on transforming higher education curricula to promote equitable access, sustainability, and wellbeing. With over 15 years of international experience across 35 countries, she has led numerous projects in inclusive assessment and AI-enhanced learning. She is a Principal Fellow of the Higher Education Academy and serves on several editorial boards. Her research interests include organisational change, intercultural communication, gender equity, and Education for Sustainable Development (ESD). She actively contributes to global efforts in making education more inclusive and future-ready. LinkedIn: https://www.linkedin.com/in/dr-eleni-meletiadou/

    Author: SRHE News Blog

    An international learned society, concerned with supporting research and researchers into Higher Education

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  • Strategies to help girls stay engaged in STEM learning

    Strategies to help girls stay engaged in STEM learning

    Key points:

    • When girls participate in STEM learning, the future is more inclusive
    • 5 practical ways to integrate AI into high school science
    • Linking STEM lessons to real-world applications
    • For more news on STEM learning, visit eSN’s STEM & STEAM hub

    Encouraging girls to engage in STEM is vital for fostering diversity, innovation, and equal opportunities in these fields. Women remain underrepresented in STEM degrees and in careers, often due to societal stereotypes, lack of representation, and limited access to resources.

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    Data shows growing GenAI adoption in K-12

    Almost 3 in 5 K-12 educators (55 percent) have positive perceptions about GenAI, despite concerns and perceived risks in its adoption, according to updated data from Cengage Group’s “AI in Education” research series.

    Unlocking potential: The power of online courses in our school

    Our school has built up its course offerings without having to add headcount. Along the way, we’ve also gained a reputation for having a wide selection of general and advanced courses for our growing student body.

    5 AI tools for classroom creativity

    When it comes to visual creativity, AI tools let students design posters, presentations, and digital artwork effortlessly. Students can turn their ideas into professional-quality visuals, sparking creativity and innovation.

    5 vocabulary strategies powered by technology

    In my work with middle school students, I’ve seen how critical that period of development is to students’ future success. One area of focus in a middle schooler’s development is vocabulary acquisition.

    The power of goal setting: A skill for lifelong success

    For students, the mid-year stretch is a chance to assess their learning, refine their decision-making skills, and build momentum for the opportunities ahead.

    The importance of teacher-student relationships

    Middle school marks the transition from late childhood to early adolescence. Developmental psychologist Erik Erikson describes the transition as a shift from the Industry vs. Inferiority stage into the Identity vs. Role Confusion stage.

    Virtual art meets language learning: A tech-enhanced ESL experience

    Art has a unique power in the ESL classroom–a magic that bridges cultures, ignites imagination, and breathes life into language. For English Language Learners (ELLs), it’s more than an expressive outlet.

    Leadership is key to protecting student data privacy in 2025

    In the year 2025, no one should have to be convinced that protecting data privacy matters. For education institutions, it’s really that simple of a priority–and that complicated.

    Ethical PD: Doing right by the teachers who do right by the world

    Teachers are superheroes. Every day, they rise to the challenge, pouring their hearts into shaping the future. They stay late to grade papers and show up early to tutor struggling students.

    Want to share a great resource? Let us know at [email protected].

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  • 25 (Mostly AI) Sessions to Enjoy in 2025 – The 74

    25 (Mostly AI) Sessions to Enjoy in 2025 – The 74


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    South by Southwest Edu returns to Austin, Texas, running March 3-6. As always, it’ll offer a huge number of panels, discussions, film screenings, musical performances and workshops exploring education, innovation and the future of schooling.

    Keynote speakers this year include neuroscientist Anne-Laure Le Cunff, founder of Ness Labs, an online educational platform for knowledge workers; astronaut, author and TV host Emily Calandrelli, and Shamil Idriss, CEO of Search for Common Ground, an international non-profit. Idriss will speak about what it means to be strong in the face of opposition — and how to turn conflict into cooperation. Also featured: indy musical artist Jill Sobule, singing selections from her musical F*ck 7th Grade.

    As in 2024, artificial intelligence remains a major focus, with dozens of sessions exploring AI’s potential and pitfalls. But other topics are on tap as well, including sessions on playful learning, book bans and the benefits of prison journalism. 

    To help guide the way, we’ve scoured the schedule to highlight 25 of the most significant presenters, topics and panels: 

    Monday, March 3:

    11 a.m. — Ultimate Citizens Film Screening: A new independent film features a Seattle school counselor who builds a world-class Ultimate Frisbee team with a group of immigrant children at Hazel Wolf K-8 School. 

    11:30 a.m. — AI & the Skills-First Economy: Navigating Hype & Reality: Generative AI is accelerating the adoption of a skills-based economy, but many are skeptical about its value, impact and the pace of growth. Will AI spark meaningful change and a new economic order, or is it just another overhyped trend? Meena Naik of Jobs for the Future leads a discussion with Colorado Community College System Associate Vice Chancellor Michael Macklin, Nick Moore, an education advisor to Alabama Gov. Kay Ivey, and Best Buy’s Ryan Hanson.

    11:30 a.m. — Navigation & Guidance in the Age of AI: The Clayton Christensen Institute’s Julia Freeland Fisher headlines a panel that looks at how generative AI can help students access 24/7 help in navigating pathways to college. As new models take root, the panel will explore what entrepreneurs are learning about what students want from these systems. Will AI level the playing field or perpetuate inequality? 

    12:30 p.m. — Boosting Student Engagement Means Getting Serious About Play: New research shows students who are engaged in schoolwork not only do better in school but are happier and more confident in life. And educators say they’d be happier at work and less likely to leave the profession if students engaged more deeply. In this session, LEGO Education’s Bo Stjerne Thomsen will explore the science behind playful learning and how it can get students and teachers excited again.

    1:30 p.m. — The AI Sandbox: Building Your Own Future of Learning: Mike Yates of The Reinvention Lab at Teach for America leads an interactive session offering participants the chance to build their own AI tools to solve real problems they face at work, school or home. The session is for AI novices as well as those simply curious about how the technology works. Participants will get free access to Playlab.AI.

    2:30 p.m. — Journalism Training in Prison Teaches More Than Headlines: Join Charlotte West of Open Campus, Lawrence Bartley of The Marshall Project and Yukari Kane of the Prison Journalism Project to explore real-life stories from behind bars. Journalism training is transforming the lives of a few of the more than 1.9 million people incarcerated in the U.S., teaching skills from time management to communication and allowing inmates to feel connected to society while building job skills. 

    Tuesday, March 4:

    11:30 a.m. — Enough Talk! Let’s Play with AI: Amid the hand-wringing about what AI means for the future of education, there’s been little conversation about how a few smart educators are already employing it to shift possibilities for student engagement and classroom instruction. In this workshop, attendees will learn how to leverage promising practices emerging from research with real educators using AI in writing, creating their own chatbots and differentiating support plans. 

    12:30 p.m. — How Much is Too Much? Navigating AI Usage in the Classroom: AI-enabled tools can be helpful for students conducting research, outlining written work, or proofing and editing submissions. But there’s a fine line between using AI appropriately and taking advantage of it, leaving many students wondering, “How much AI is too much?” This session, led by Turnitin’s Annie Chechitelli, will discuss the rise of GenAI, its intersection with academia and academic integrity, and how to determine appropriate usage.  

    1 p.m. — AI & Edu: Sharing Real Classroom Successes & Challenges: Explore the real-world impact of AI in education during this interactive session hosted by Zhuo Chen, a text analysis instructor at the nonprofit education startup Constellate, and Dylan Ruediger of the research and consulting group Ithaka S+R. Chen and Ruediger will share successes and challenges in using AI to advance student learning, engagement and skills. 

    1 p.m. — Defending the Right to Read: Working Together: In 2025, authors face unprecedented challenges. This session, which features Scholastic editor and young adult novelist David Levithan, as well as Emily Kirkpatrick, executive director of the National Council of Teachers of English, will explore the battle for freedom of expression and the importance of defending reading in the face of censorship attempts and book bans.

    1 p.m. — Million Dollar Advice: Navigating the Workplace with Amy Poehler’s Top Execs: Kate Arend and Kim Lessing, the co-presidents of Amy Poehler’s production company Paper Kite Productions, will be live to record their workplace and career advice podcast “Million Dollar Advice.” The pair will tackle topics such as setting and maintaining boundaries, learning from Gen Z, dealing with complicated work dynamics, and more. They will also take live audience questions.

    4 p.m. — Community-Driven Approaches to Inclusive AI Education: With rising recognition of neurodivergent students, advocates say AI can revolutionize how schools support them by streamlining tasks, optimizing resources and enhancing personalized learning. In the process, schools can overcome challenges in mainstreaming students with learning differences. This panel features educators and advocates as well as Alex Kotran, co-founder and CEO of The AI Education Project.

    4 p.m. — How AI Makes Assessment More Actionable in Instruction: Assessments are often disruptive, cumbersome or disconnected from classroom learning. But a few advocates and developers say AI-powered assessment tools offer an easier, more streamlined way for students to demonstrate learning — and for educators to adapt instruction to meet their needs. This session, moderated by The 74’s Greg Toppo, features Khan Academy’s Kristen DiCerbo, Curriculum Associates’ Kristen Huff and Akisha Osei Sarfo, director of research at the Council of the Great City Schools.

    Wednesday, March 5:

    11 a.m. — Run, Hide, Fight: Growing Up Under the Gun Screening & Q&A: Gun violence is now the leading cause of death for American children and teens, according to the federal Centers for Disease Control and Prevention, yet coverage of gun violence’s impact on youth is usually reported by adults. Run, Hide, Fight: Growing Up Under the Gun is a 30-minute documentary by student journalists about how gun violence affects young Americans. Produced by PBS News Student Reporting Labs in collaboration with 14 student journalists in five cities, it centers the perspectives of young people who live their lives in the shadow of this threat. 

    11:30 a.m. — AI, Education & Real Classrooms: Educators are at the forefront of testing, using artificial intelligence and teaching their communities about it. In this interactive session, participants will hear from educators and ed tech specialists on the ground working to support the use of AI to improve learning. The session includes Stacie Johnson, director of professional learning at Khan Academy, and Dina Neyman, Khan Academy’s director of district success. 

    11:30 a.m. — The Future of Teaching in an Age of AI: As AI becomes increasingly present in the classroom, educators are understandably concerned about how it might disrupt their teaching. An expert panel featuring Jake Baskin, executive director of the Computer Science Teachers Association andKarim Meghji of Code.org, will look at how teaching will change in an age of AI, exploring frameworks for teaching AI skills and sharing best practices for integrating AI literacy across disciplines.

    2:30 p.m. — AI in Education: Preparing Gen A as the Creators of Tomorrow: Generation Alpha is the first to experience generative artificial intelligence from the start of their educational journeys. To thrive in a world featuring AI requires educators helping them tap into their natural creativity, navigating unique opportunities and challenges. In this session, a cross-industry panel of experts discuss strategies to integrate AI into learning, allowing critical thinking and curiosity to flourish while enabling early learners to become architects of AI, not just users.

    2:30 p.m. — The Ethical Use of AI in the Education of Black Children: Join a panel of educators, tech leaders and nonprofit officials as they discuss AI’s ethical complexities and its impact on the education of Black children. This panel will address historical disparities, biases in technology, and the critical need for ethical AI in education. It will also offer unique perspectives into the benefits and challenges of AI in Black children’s education, sharing best practices to promote the safe, ethical and legal use of AI in classrooms.

    2:30 p.m. — Exploring Teacher Morale State by State: Is teacher morale shaped by where teachers work? Find out as Education Week releases its annual State of Teaching survey. States and school districts drive how teachers are prepared, paid and promoted, and the findings will raise new questions about what leaders and policymakers should consider as they work to support an essential profession. The session features Holly Kurtz, director of EdWeek Research Center, Stephen Sawchuk, EdWeek assistant managing editor, and assistant editor Sarah D. Sparks.

    2:30 p.m. — From White Folks Who Teach in the Hood: Is This Conversation Against the Law Now? While most students in U.S. public schools are now young people of color, more than 80% of their teachers are white. How do white educators understand and address these dynamics? Join a live recording of a podcast that brings together white educators with Christopher Emdin and sam seidel, co-editors of From White Folks Who Teach in the Hood: Reflections on Race, Culture, and Identity (Beacon, 2024).

    3:30 p.m. — How Youth Use GenAI: Time to Rethink Plagiarism: Schools are locked in a battle with students over fears they’re using generative artificial intelligence to plagiarize existing work. In this session, join Elliott Hedman, a “customer obsession engineer” with mPath, who with colleagues and students co-designed a GenAI writing tool to reframe AI use. Hedman will share three strategies that not only prevent plagiarism but also teach students how to use GenAI more productively.  

    Thursday, March 6:

    10 a.m. — AI & the Future of Education: Join futurists Sinead Bovell and Natalie Monbiot for a fireside discussion about how we prepare kids for a future we cannot yet see but know will be radically transformed by technology. Bovell and Monbiot will discuss the impact of artificial intelligence on our world and the workforce, as well as its implications for education. 

    10 a.m. — Reimagining Everyday Places as Early Learning Hubs: Young children spend 80% of their time outside of school, but too many lack access to experiences that encourage learning through hands-on activities and play. While these opportunities exist in middle-class and upper-income neighborhoods, they’re often inaccessible to families in low-income communities. In this session, a panel of designers and educators featuring Sarah Lytle, who leads the Playful Learning Landscapes Action Network, will look at how communities are transforming overlooked spaces such as sidewalks, shelters and even jails into nurturing learning environments accessible to all kids.

    11 a.m. — Build-a-Bot Workshop: Make Your Own AI to Make Sense of AI: In this session, participants will build an AI chatbot alongside designers and engineers from Stanford University and Stanford’s d.school, getting to the core of how AI works. Participants will conceptualize, outline and create conversation flows for their own AI assistant and explore methods that technical teams use to infuse warmth and adaptability into interactions and develop reliable chatbots.  

    11:30 a.m. — Responsible AI: Balancing Innovation, Impact, & Ethics: In this session, participants will learn how educators, technologists and policymakers work to develop AI responsibly. Panelists include Isabelle Hau of the Stanford Accelerator for Learning, Amelia Kelly, chief technology officer of the Irish AI startup SoapBox Labs, and Latha Ramanan of the AI developer Merlyn Mind. They’ll talk about how policymakers and educators can work with developers to ensure transparency and accuracy of AI tools. 


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