Babies & AI: what can AI tell us about how babies learn language?

Ed-Technical

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The TechSurge: Deep Tech VC Podcast explores the frontiers of emerging tech, venture capital, and business. For entrepreneurs, investors, tech professionals, or anyone interested in where technology is headed next. Presented by Celesta Capital, and hosted by Celesta Founding Partners Nic Brathwaite, Michael Marks, and Sriram Viswanathan. Join us as we examine the next major tech cycle, uncover emerging global tech hubs, and analyze where VC investment dollars are headed. Tune in to hear directly from Silicon Valley leaders, daring new founders, and visionary thinkers. Past guests on the podcast and TechSurge Live summits include Kara Swisher, Vinod Khosla, former PepsiCo CEO Indra Nooyi, Micron CEO Sanjay Mehrotra, and others. Each discussion delves into the intersection of technology advancement, market dynamics, and the founder journey, offering insights into the vast opportunities and complex challenges ahead. Episode topics include AI, data center transformation, blockchain, cyber security, healthcare innovation, VC investment trends, tips for first-time founders, and more. New episodes release every two weeks. Visit techsurgepodcast.com for more details and to sign up for our newsletter and other content!

منذ عام واحد 35:00

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There are some big questions touched on here, including how much of the full human experience it’s possible to capture in data. Libby and Owen also make excellent use of Mike’s valuable time by asking for his expert view on why infants find unboxing videos - videos of other children opening gifts - so addictive.

Links

Join us on social media:

BOLD (@BOLD_insights), Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel)
Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical
Subscribe to BOLD’s newsletter: https://bold.expert/newsletter
Stay up to date with all the latest research on child development and learning: https://bold.expert

Credits: Sarah Myles for production support; Josie Hills for graphic design

31 حلقات

#Arts #Owen

Ed-Technical

Babies & AI: what can AI tell us about how babies learn language?

Ed-Technical

published منذ عام واحد

MP3•منزل الحلقة

Links

Join us on social media:

BOLD (@BOLD_insights), Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel)
Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical
Subscribe to BOLD’s newsletter: https://bold.expert/newsletter
Stay up to date with all the latest research on child development and learning: https://bold.expert

Credits: Sarah Myles for production support; Josie Hills for graphic design

31 حلقات

#Arts #Owen

كل الحلقات

Ed-Technical

1
181 Papers Later: What We Know (and Don't) About GenAI in Schools 15:42

منذ 6 أيام15:42

15:42

In this episode, Owen and Libby chat with Chris Agnew about Stanford's new generative AI hub for education. Chris leads this initiative within Stanford's SCALE program, which aims to be a trusted source for education system leaders on what works in AI and learning. Chris walks us through their research repository of 181 papers examining AI's impact in K-12 education. He outlines their GenAI tools typology which breaks down AI applications into three categories: efficiency gains, improving student outcomes, and reimagining schooling. The conversation explores key research gaps, including how schools can productively engage with teachers' unions on AI adoption and understanding how students use AI tools for homework - the "elephant in the room" that keeps education leaders up at night. Before joining Stanford, Chris worked in non-traditional learning environments from wilderness education to apprenticeship programs. He shares both aspirational and practical visions for AI in education over the next five years - though sadly, none involve Owen's hoped-for cyborg centaur tutors (yet). Links: Stanford Accelerator for Learning SCALE Initiative Generative AI Research Repository Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Is two years of learning possible in six weeks with AI? 8:43

منذ 21 يومًا8:43

8:43

In this short, Owen and Libby discuss a recent World Bank blog post about a study in Nigeria that evaluated the impact of Microsoft Copilot (powered by ChatGPT) on student learning outcomes. In a six-week after school programme, students were supported to use Copilot. The full study hasn’t been published yet but the blog post reports “overwhelmingly positive effects on learning outcomes”. It reports that the learning improvement over the six-week programme was equivalent to nearly two years of typical learning. Owen has a few questions about this… Link World Bank blog post ‘From chalkboards to chatbots: Transforming learning in Nigeria, one prompt at a time’ Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Babies & AI: what can AI tell us about how babies learn language? 35:00

منذ 5 weeks35:00

35:00

In this episode, Libby and Owen interview Mike Frank, Professor at Stanford University and leading expert in child development. This episode has a different angle to the others, as it is more about AI as a scientific instrument rather than as a tool for learning. Libby and Owen have a fascinating discussion with Mike about language acquisition and what we can learn about language learning from large language models. Mike explains some of the differences between how large language models develop an understanding of human language versus how babies do this. There are some big questions touched on here, including how much of the full human experience it’s possible to capture in data. Libby and Owen also make excellent use of Mike’s valuable time by asking for his expert view on why infants find unboxing videos - videos of other children opening gifts - so addictive. Links Mike Frank’s biography New York Times piece about Mike’s work An interview with Mike about his research Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Teachers & ChatGPT: 25.3 extra minutes a week 10:55

منذ 7 weeks10:55

10:55

In this short, Libby and Owen discuss a hot-off-the-press study that is one of the first to test how ChatGPT impacts the time science teachers spend on lesson preparation . The TLDR is that teachers who used ChatGPT, with a guide, spent 31% less time preparing lessons - that’s 25.3 minutes per week on average. This very promising result points to the potential for ChatGPT and similar generative AI tools to help teachers with their workload . However we encourage you to dig into the summary and report to go beyond the headline result (after listening to this episode) - this is a rich and rigorous study with lots of other interesting findings! Links EEF summary Full study Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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How & why did Google build an education specific LLM? (part 2/3) 38:22

منذ 11 weeks38:22

38:22

This episode is the second in our three-part mini-series with Google, where we find out how one of the world’s largest tech companies developed a family of large language models specifically for education, called LearnLM. This instalment focuses on the technical and conceptual groundwork behind LearnLM. Libby and Owen speak to three expert guests from across Google, including DeepMind, who are heavily involved in developing LearnLM. One of the problems with out-of-the-box large language models is that they’re designed to be helpful assistants, not teachers. Google was interested in developing a large language model better suited to educational tasks, that others might use as a starting point for education products. In this episode, members of the Google team talk about how they approached this, and why some of the subtleties of good teaching makes this an especially tricky undertaking! They describe the under-the-hood processes that turn a generic large language model into something more attuned to educational needs. Libby and Owen explore how Google’s teams approached fine-tuning to equip LearnLM with pedagogical behaviours that can’t be achieved by prompt engineering alone. This episode offers a rare look at the rigorous, iterative, and multidisciplinary effort it takes to reshape a general-purpose AI into a tool that has the potential to support learning. Stay tuned for our next episode in this mini-series, where Libby and Owen take a step back and look at how to define tutoring and assess the extent to which an AI tool is delivering. Team biographies Muktha Ananda is Engineering leader, Learning and Education @Google. Muktha has applied AI to a variety of domains such as gaming, search, social/professional networks and online advertisement and most recently education and learning. At Google Muktha’s team builds horizontal AI technologies for learning which can be used across surfaces like Search, Gemini, Classroom, and YouTube. Muktha also works on Gemini Learning. Markus Kunesch is a Staff Research Engineer at Google DeepMind and tech lead of the AI for Education research programme. His work is focused on generative AI, AI for Education, and AI ethics, with a particular interest in translating social science research into new evaluations and modeling approaches. Before embarking on AI research, Markus completed a PhD in black hole physics. Irina Jurenka is a Research Lead at Google DeepMind, where she works with a multidisciplinary team of research scientists and engineers to advance Generative AI capabilities towards the goal of making quality education more universally accessible. Before joining DeepMind, Irina was a British Psychological Society Undergraduate Award winner for her achievements as an Experimental Psychology student at Westminster University. This was followed by a DPhil at the Oxford Center for Computational Neuroscience and Artificial Intelligence. Link The LearnLM API Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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AI tutoring part 2: How good can it get? 21:26

منذ 13 weeks21:26

21:26

In this episode, Owen and Libby chat about AI tutoring with guests, Ben Kornell, Managing Partner at Common Sense Growth Fund, and Alex Sarlin, a veteran in the edtech industry. Both co-founded Edtech Insiders, a leading newsletter and podcast covering the growing Edtech industry. Ben and Alex differentiate between AI-powered search and true AI tutoring, and discuss trends like AI-enhanced human tutors, hybrid models, and fully autonomous AI bots. The conversation highlights the need for AI to integrate- and learn from traditional education in developing key elements, such as targeting the right zone of proximal development. Human tutors have the ability to sense motivation and frustration, helping students through the more challenging parts of learning. Emerging technologies are now using facial and physical cues to gauge engagement, proving valuable as nudges for AI tutors or human instructors to boost motivation or adjust level of content. They also address ethical and political risks, such as biased responses and dependency issues. With exciting developments on the horizon, the episode explores the at times seemingly sci-fi-like future of AI tutoring! Guest bios: Ben Kornell - Ben is currently serving as the Managing Partner of Common Sense Growth Fund at Common Sense Media. Prior to that, they have worked as a School Board Member for the San Carlos School District and was the Co-Founder and Podcast Host of Edtech Insiders. Alex Sarlin - Alex is a 15 year veteran of the Edtech industry, as a Product Manager and Learning Engineer at both large Edtech companies (2U, Scholastic, Chan Zuckerberg Initiative) and startups (Coursera, Skillshare, Credly, Knewton). He is currently a consultant and adviser to a number of Edtech companies in higher education and the future of work. He holds a Master's of Instructional Design from Columbia University, and is the founder of Edtech Insiders, a leading newsletter and podcast covering the growing Edtech industry. Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Inside the black box: How Google is thinking about AI & education (part 1 of 3) 36:19

منذ 15 weeks36:19

36:19

This episode is the first of a three part mini-series with Google. There is a lot of interest in how big tech companies are engaging in AI and education and what their future plans are - in this mini-series, hear the latest directly from Google. The genesis of this mini-series was a short Ed-Technical episode from earlier this year. Libby and Owen discussed a paper Google released about the work they had done to fine-tune a LLM called LearnLM to make it more useful for education. This work was motivated by a realisation that some of the core behaviours of LLMs (helpfulness, sycophancy) aren’t aligned with what’s valuable from a learning perspective, and prompting can only go so far. This first episode focuses on how Google is integrating LearnLM’s capabilities into existing Google products like YouTube and new products like LearnAbout. The next episode in the mini-series will focus on LLMs and tutoring, and the final episode will be a more technical episode on the development of LearnLM. We had a chance to talk to a number of folks across a range of teams, including LearnX, Google Research and DeepMind. There was too much great content to squeeze into three episodes but all full interviews will be up on our YouTube channel. In this episode we include excerpts from interviews with four members of the team. Rob Wong is the Product Lead for LearnX, a team within Google that builds learning features on Search, YouTube, and Gemini chat, and also works on LearnLM in partnership with Google Research and Google DeepMind. Julia Wilkowski leads a pedagogy team at Google. Her team collaborates with Google product teams to apply learning science principles and teaching best practices. Markus Kunesch is a Staff Research Engineer at Google DeepMind and tech lead of the AI for Education research programme. His work is focused on generative AI, AI for education, and AI ethics, with a particular interest in translating social science research into new evaluations and modeling approaches. Angie Mac McAllister, PhD is a Group Product Manager at Google with a vision: to make a personal AI tutor available to everyone. Focused on developing learning features for Gemini, Mac combines 35 years of experience in education with cutting-edge AI to help students become better learners. Links: Google’s technical report on LearnLM Ed-Technical short episode on Google’s LearnLM paper Article about Learn About, Google’s experimental new AI tool Article by Angie Mac McAllister about new Gemini learning features Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Big data and algorithmic bias in education: what is it and why does it matter? 25:22

منذ 19 weeks25:22

25:22

This episode, Owen and Libby speak to Ryan Baker, a leading expert in using big data to study learners and learning interactions with educational software. Ryan is a Professor in the Graduate School of Education at the University of Pennsylvania, and is Director of the Penn Center for Learning Analytics. Ryan provides an overview of educational data mining (otherwise known as EDM) and explains how insights from EDM can help improve learner engagement and outcomes. Libby and Owen also explore the technical aspects of algorithmic bias with Ryan, discussing why it matters, how it is defined, and how it can be addressed from a technical perspective. Links: Ryan Baker biography One of Ryan Baker’s research papers about algorithmic bias Big Data and Education - Ryan Baker’s free massive online open textbook Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Think aloud or think before you speak?: OpenAI’s new model for advanced reasoning 10:59

منذ 21 weeks10:59

10:59

In this short episode, Libby and Owen discuss OpenAI’s new model for advanced reasoning, o1. They talk about its new capabilities and strengths, and what they think about its significance for education after an initial play around. They talk through the benefits of ‘think aloud’ versus ‘think before you speak’ approaches in education, and how this relates to o1. Links: OpenAI’s announcement about o1 Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Misconceptions about misconceptions: How AI can help teachers understand & tackle student misconceptions 34:16

منذ 23 weeks34:16

34:16

In this episode, Libby and Owen are joined by Craig Barton, Head of Education at Eedi and host of the Mr Barton Maths and Tips for Teachers podcasts, along with Simon Woodhead, Director of Research at Eedi. Together, they explore the world of educational misconceptions—what they are, why they matter and how AI and data science can help tackle them. Links: Craig Barton biography Simon Woodhead biography Eedi’s research Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Why Language Models are suck ups and how this can be bad for learning 11:56

منذ 25 weeks11:56

11:56

In this short, Libby and Owen discuss recent research from Anthropic looking at sycophancy – the tendency to agree with users – in large language models (LLMs), and key research from educational psychology about how important feedback is for learning. Libby and Owen connect the two papers and explore why sycophancy is especially a problem when it comes to using LLMs for educational purposes. Links: Anthropic paper on sycophancy in language models John Hattie and Helen Timberley’s paper, The Power of Feedback Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Passionate about planning (and Tim Walz): automated lesson planning tools 13:36

منذ 27 weeks13:36

13:36

In this short, Libby and Owen discuss automated lesson planning tools (after Owen stops talking about his Tim Walz crush). There’s now a growing number of lesson planning tools out there for teachers who are using AI: Khanmigo, Magic School, Diffit and Oak National Academy (who will soon release a lesson planning tool) to name a few. Libby and Owen cover what some of the automated tools do and what some of their features are. They share their thoughts about the value and benefits of the tools. They also do a quick primer on lesson plans and how they differ from other education materials for all the non-teachers who listen. Links: Khanmigo blog about their approach to building a lesson planning tool Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Short: Generative AI Can Harm Learning - our quick takes 10:13

منذ 29 weeks10:13

10:13

In this short, Libby and Owen discuss a recent paper that has generated interest and discussion called ‘Generative AI Can Harm Learning’. The paper presents the findings from a thought-provoking study of nearly 1,000 students in Turkey. The study tested the effects of giving students access to two different versions of GPT-4 while studying math: one was essentially ChatGPT and the other was a version of GPT-4 that had been tailored for tutoring with a thin prompt wrapper – so it didn’t just give students the answer. The main finding (that the title is based on) is that access to generic ChatGPT had a negative effect on students’ math test results, versus the control group who studied with no access to a chatbot. Not everyone agrees that the results justify the somewhat dramatic title, or that the title reflects the most interesting findings from the study. Listen in to see what Libby and Owen think. The ‘Generative AI Can Harm Learning’ paper can be found here . Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Tangerines & loquats: Building AI EdTech for low resource settings 29:44

منذ 31 weeks29:44

29:44

This episode, Owen and Libby speak to Carmen Strigel, Senior Director of Education Technology at RTI, a non-profit global research organisation. Carmen has been the driving force behind a number of successful EdTech products built and used in low resource settings. Carmen tells Owen and Libby about Tangerine, data collection software used in more than 60 countries, and Loquat, a machine learning tool that provides feedback to teachers on their classroom talk. This episode builds on earlier interviews this season about voice AI with Alyssa van Kamp from TeachFX and Peter Foltz from the Institute of Cognitive Science at the University of Colorado Boulder. Carmen tells Libby and Owen aboutvoice AI in low resource settings. They also explore how contextual factors, like different pedagogies and classroom settings, influence EdTech product design in low resource settings. Carmen and Owen connect over their shared passion for assessment - watch this space for the ‘Formative Assessment Fanboy’ t-shirts proposed in the episode. Links: Carmen Strigel’s biography and publications Information about Tangerine Information about Loquat Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Short episode: What do teachers, parents, and students really think about AI chatbots? 9:48

منذ 33 weeks9:48

9:48

In our second short episode of the season, Owen and Libby chat about the recently released results of a US poll (conducted on behalf of Walton Family Foundation and Renaissance Philanthropy) looking at the views of teachers, parents, and students on AI chatbots. There were some surprising findings: more than 8 in 10 participants think technology in education has had a positive impact, and parents want to see AI chatbots used more in their child’s education. Listen in to hear more highlights from the poll. Links Report on the results of the poll EdWeek article about the poll results Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Should ChatGPT replace teachers’ red pens? 28:32

منذ 2 years28:32

28:32

Join two former teachers - Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel - for the Ed-Technical podcast series about AI in education. Each episode, Libby and Owen will ask experts to help educators sift the useful insights from the AI hype. They’ll be asking questions like - how does this actually help students and teachers? What do we actually know about this technology, and what’s just speculation? And (importantly!) when we say AI, what are we actually talking about? In the first episode of this new series, Libby and Owen talk to assessment expert Daisy Christodoulou MBE. Daisy is Director of Education at No More Marking, an online assessment platform. She’s written three books on education, including one on assessment. No More Marking has been doing a lot of research in ChatGPT and its educational applications. Daisy talks about why she thinks we should be hesitant to use ChatGPT in classrooms and schools. She also highlights that ChatGPT is currently too error prone for many educational use cases. Next episode Libby and Owen speak to Dr. Dora Demszky, Assistant Professor in Education Data Science at Stanford University, about using large language models to support educators. Guests and resources Daisy Christodoulou MBE Daisy’s guidance on large language models (LLMs) for schools Transcript from The Commons Science and Technology Committee’s inquiry into the use of artificial intelligence (AI) in education, including oral evidence from Daisy Christodoulou Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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From biscuits to AI: Teacher Tapp's surprising insights on teacher preferences 34:19

منذ 35 weeks34:19

34:19

In this episode of Ed-Technical, Owen and Libby speak with Becky Allen, co-founder of Teacher Tapp, a survey tool that polls a representative sample of teachers about what's happening in their schools, classrooms, and lives at the end of every school day. The conversation covers a range of topics related to AI and education, including how teachers are currently using large language models, the potential for AI to address the "lockstep problem" in education (that all students are expected to progress together, despite their differences) and the future role of technology in schools. Becky shares insights from Teacher Tappp surveys, revealing that many teachers are actively using AI tools for tasks like lesson planning and content creation, particularly in English and upper upper primary education. She discusses the challenges of personalissed learning and the importance of considering teachers' preferences when implementing new technologies. Becky also offers her perspective on the future of AI in education, suggesting that while independent learning may see significant changes, the structure of classroom instruction is likely to remain largely unchanged due to the complex social dynamics of schools. “You've got about a third of the teachers that seem to be actively using large language models during their work. What they said about how they're using it, some of it isn't surprising, like things that we would call kind of admin of some description. But the thing I didn't expect is the extent to which now teachers are using it for lesson planning and by lesson planning I'm talking about a massive kind of broad range of things that has to happen before the lesson can take place.” Becky Allen Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Voice AI for teacher feedback: navigating noisy classrooms and building teachers' trust 28:37

منذ 37 weeks28:37

28:37

In the second episode of season two Owen and Libby speak to Alyssa Van Camp, Head of Research at EdTech start-up TeachFX. TeachFX is an app for teachers that uses voice AI (a combination of automated speech recognition and natural language processing) to analyse classroom talk and then provide automated feedback to teachers. Owen and Libby talk to Alyssa about the challenges with transcribing and analysing classroom talk and how TeachFX is overcoming some of these issues. Alyssa also shares some interesting reflections about how TeachFX approaches data privacy, and navigates the tension between being a tool for teacher development while responding to the needs of administrators (who are often the purchasers of the tool). Links: Alyssa Van Camp More information about TeachFX A recent study by previous Ed-Technical guest Dora Demszky looking at the impact of TeachFX in classrooms Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Short episode: Google's newest research on genAI for education, and the problem with hypotenuses... 11:13

منذ 39 weeks11:13

11:13

In the first short episode of season two, Owen and Libby share their warm takes on two big releases from OpenAI and Google. They reflect on the OpenAI demo video of Sal Khan’s (Khan Academy’s founder) son using their latest model (GPT-4o) as a maths tutor, and Google’s paper describing how they trained and evaluated a fine-tuned version of Gemini for educational purposes. Share your takes on these announcements with us over social media or in the comments! Links: Google paper on LearnLM-Tutor Key Excerpts and Owen’s Commentary on Paper GPT-4o (Omni) math tutoring demo on Khan Academy Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Season 2 : Three decades of AI in education: assessment to classroom collaboration 37:10

منذ 41 weeks37:10

37:10

This season Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel continue to speak with leading researchers, practitioners and educators on the Ed-Technical podcast series about the cutting edge of AI in education. They will break down complex AI concepts into non-technical insights to better understand what the research says and help educators sift the useful insights from the AI hype. In the first episode of Season 2, Libby and Owen speak with Peter Foltz about his work at the intersection of cognitive science, AI, and education over the past few decades. Peter discusses his experience building an automated essay scoring system in the late 1990s, which provided students with immediate, formative feedback on their writing. Peter reflects on the potential of large language models to enhance these systems by offering more substantive feedback to help students become better thinkers, not just better writers. They then discuss the challenges and opportunities of using speech-to-text AI in educational settings. Peter’s team uses AI to analyze student conversations during group work, providing insights into collaboration, respect, and equity within teams that is fed back to the students to reward positive contributions. Despite the technical difficulties of accurately capturing audio in noisy classrooms, Peter highlights the potential of these tools to support teachers in assessing and fostering effective teamwork among students. They also touch on the importance of co-designing these technologies with teachers, students, and parents to ensure their appropriate and acceptable use in the classroom. Guest and resources Peter’s personal webpage , and google scholar page NSF Institute for Student-AI Teaming Overview of student collaboration tool Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Season 1 Highlights & Lingering Questions 37:09

منذ 47 weeks37:09

37:09

In this final episode of season 1 Owen and Libby pull out highlights from each episode. They reflect on some of the common themes, and their lingering questions after season 1. They ask, if a model’s not perfect, how good does it have to be before it stops being useful at all? And they share their appreciation for their many guests who are ex-teachers. Owen also shares his personal wish for more adversarial discussions in season 2, which Libby may or may not grant. We'll be back for season 2 in May! Join for our long promised episodes on voice AI, as well as a possible episode live from Daytona Beach for Spring Break… Guests and resources Check out our page on BOLD for all Ed-Technical episodes Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Short 3: What out-there EdTech idea would you buy or sell? 7:20

منذ 50 weeks7:20

7:20

This week we're doing our third short episode - a chat between Libby and Owen about the more speculative or out-there EdTech ideas they could get behind (or not). Listen to find out who’s into calculators and who’s into roboteachers…… Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Behind the scenes of building AI EdTech for schools 38:42

منذ 51 weeks38:42

38:42

Introduction: Join two former teachers - Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel - for the Ed-Technical podcast series about AI in education. Each episode, Libby and Owen will ask experts to help educators sift the useful insights from the AI hype. They’ll be asking questions like - how does this actually help students and teachers? What do we actually know about this technology, and what’s just speculation? And (importantly!) when we say AI, what are we actually talking about? In the second part of this episode, Libby and Owen talk again to EdTech investors from Rethink Education, Educapital, Achieve Partners, Sparkmind, Brighteye Ventures and Reach Capital. Our guests spend their days helping founders grapple with the operational realities of building an EdTech business. They discuss where they see some of the challenges and opportunities presented by AI from a business (rather than a product) perspective. They share reflections about the value of less shiny and more operational EdTech, schools’ fatigue with new product pitches that claim to use AI, and how they see the market evolving. Join us next time for an exciting episode about voice AI! Guests and resources Ebony Brown, Rethink Education Jonathan Denais , Educapital Daniel Pianko , Achieve Partners Kai Talas, Sparkmind Ben Wirz , Brighteye Ventures Jennifer Wu , Reach Capital For Buzzsprout only: Contact Join us on social media: https://twitter.com/BOLD_insights and Libby Hills, https://twitter.com/libbylhhills and Owen Henkel, https://twitter.com/ owen_henkel Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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(Short) Behind the scenes: How impactful can an AI tutor be? 10:04

منذ 1 year10:04

10:04

This week we're doing our second short episode - a behind the scenes chat about a recent paper of Owen’s that has been generating some interest online. In the paper Owen and his co-authors present the impact of an AI tutor (Rori) on maths performance of around 1,000 students. Listen in for a summary of the study, what they found (TL;DR - the results are very promising!) and some probing (but not too probing, as Owen’s still recovering from his trouncing by Libby in their first short episode - a debate about “hallucinations” are in large language models) questions from Libby Links: Owen’s paper on the impact of an AI tutor (Rori) on maths achievement More information about Rising Academies Credits: Sarah Myles for production support; Josie Hills for graphic design Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Investing in the Future of Learning: Can AI Unlock New Learning Experiences? 35:13

منذ 1 year35:13

35:13

In the seventh episode of this series, Libby and Owen talk to six EdTech investors about their views on AI in education. Guests join from Rethink Education, Educapital, Achieve Partners, Sparkmind, Brighteye Ventures and Reach Capital for a two part episode. In this first part, investors tell us what opportunities they see for AI potentially improving the student learning experience. Join to hear their views about how AI could help develop teacher support tools, as well as longer term possibilities such as delivering personalised learning experiences for students. Fear not, we don’t take an overly simplistic view on personalisation (a term we hear often in connection with AI), but are able to unpack a bit of the nuance here with some of our guests. Join us next time for part two, which focuses on how AI might disrupt existing EdTech business models. Guests and resources Ebony Brown, Rethink Education Jonathan Denais , Educapital Daniel Pianko , Achieve Partners Kai Talas, Sparkmind Ben Wirz , Brighteye Ventures Jennifer Wu , Reach Capital Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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(Short) Owen's Spicy Take on Hallucinations and Libby's Strong Disagree 9:28

منذ 1 year9:28

9:28

This week, we're trying something a bit different and doing a short episode. The gloves come off as Libby and Owen engage in a lively debate about the "hallucinations" in large language models (e.g. unexpected and hard to explain errors) and their impact on building educational products. They spar on the nuances of model hallucinations, discussing the various forms and potential consequences. Owen presents a "spicy take" on the matter, advocating for the value of engagement and interaction even if it means accepting a certain level of inaccuracy. Libby, however, expresses concerns about the accuracy of information in educational settings, particularly in K-12 schools. She emphasizes the importance of the high bar set by traditional educational tools in terms of factual correctness. Who scores an ed-technical knockout? You, the listeners, will decide! Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Navigating Assessment in the Age of AI: What Counts as Cheating? 30:41

منذ 1 year30:41

30:41

In the sixth episode of this series, Libby and Owen talk to Matt Glanville, Director of Assessment at the International Baccalaureate (IB). The IB works with over 5,000 schools worldwide in 160 countries to offer a range of curriculum programmes and qualifications. Early last year they shared their progressive stance on AI – rather than banning AI tools to try to prevent cheating, they recognize that they will become part of everyday life, and therefore students need support to use them ethically, transparently, and safely. Matt (another ex-teacher ❤) talks about IB’s position and how they deal with cheating. We discuss what’s new about cheating in a post-ChatGPT world and what isn’t (spoiler – malicious and determined cheating isn’t a new problem for schools). Matt poses some provocative questions about how we define cheating. Is it cheating to use large language models (LLMs) to give you ideas for your essay? What about having an LLM write an essay using the ideas you give it? We also touch on the implications for formal assessments. Will oral exams make a comeback? Most importantly, we introduce Owen to Mills & Boon. Guests and resources The International Baccalaureate’s AI resources and content The International Baccalaureate’s March 2023 statement about ChatGPT and AI Matt talking about IB’s position on AI at the ACES annual meeting Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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The quest to save teachers’ Sunday evenings with AI 29:32

منذ 1 year29:32

29:32

Introduction: Join two former teachers - Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel - for the Ed-Technical podcast series about AI in education. Each episode, Libby and Owen will ask experts to help educators sift the useful insights from the AI hype. They’ll be asking questions like - how does this actually help students and teachers? What do we actually know about this technology, and what’s just speculation? And (importantly!) when we say AI, what are we actually talking about? In the fifth episode of this series, Libby and Owen talk to Sian Cooke, about her quest to save teachers’ Sunday evenings! Sian is Head of the Department for Education’s Emerging Tech Unit in England, who are doing a lot of thinking about what generative AI means for the whole education system. Come and hear what it’s like responding to generative AI from a policymaking perspective. Sian talks about where she sees the immediate low hanging AI fruits for teachers, and why she thinks generative AI tools are particularly promising for low stakes high frequency tasks. We often hear that there are no silver bullets in education but Sian thinks there might be some bronze bullets that we shouldn’t overlook in the excitement about new technologies. Sian used a lot of technology in the classroom when she was a teacher, but from a policy perspective, she started working on education technology during the COVID-19 pandemic, providing internet access and laptops to children who couldn’t get online for remote learning. Since 2020 she’s been working on the DFE’s strategy for technology in schools and more recently she’s been heading up the Emerging Tech Unit in the digital strategy division. Guests and resources Sian Cooke’s LinkedIn Department for Education’s policy paper on generative AI Technology in schools survey report mentioned by Sian Generative AI call for evidence summary of responses mentioned by Sian Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Helping Teachers One AI Experiment at a Time 28:23

منذ 1 year28:23

28:23

In the fourth episode of this series, Libby and Owen talk to John Roberts, co-founder and Director of Product and Engineering at Oak National Academy. Oak was originally created as an online classroom in 2020 as a rapid response to the coronavirus outbreak. They have delivered over 150 million lessons in their online classroom. They have now become a new national body supporting curriculum and providing free resources to teachers of 4- to 16-year-olds in England. Oak National Academy recently launched a couple of AI experiments (a quiz designer and lesson planner) designed to help teachers save time. John talks us through the experience of starting Oak during the pandemic, what potential he sees for AI to help save teacher’s time, his thoughts on AI generating quality content, and how they’re optimising base large language models for education (and find out more about retrieval augmented generation or RAG). There’s also some good bonus content from John (an ex-physics teacher) on what a negative displacement in a longitudinal wave indicates... Guests and resources TES profile on John Roberts Information on Oak’s AI experiments Information about Oak’s approach to open government licensing Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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The Inside Story Behind Khan Academy's AI Tutor Khanmigo 29:40

منذ 1 year29:40

29:40

Join two former teachers - Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel - for the Ed-Technical podcast series about AI in education. Each episode, Libby and Owen will ask experts to help educators sift the useful insights from the AI hype. They’ll be asking questions like - how does this actually help students and teachers? What do we actually know about this technology, and what’s just speculation? And (importantly!) when we say AI, what are we actually talking about? In the third episode of this new series, Libby and Owen talk to Kristen DiCerbo, the Chief Learning Officer at Khan Academy. Khan Academy is best known for its high quality instructional videos, often led by founder Sal Khan himself. It is used by millions of students around the world. In March this year, Khan Academy launched Khanmigo, one of the first AI-based tutor and teaching assistants to use GPT-4 (one of the most powerful large language models). Kristen talks about what it was like to get a call from OpenAI and an early preview of GPT-4 last year. She explains how they built Khanmigo (spoiler – it’s not as complicated as you might think!), how it embeds principles from the learning sciences, and where she thinks this technology is going to lead us over the next few years. Join us for this exciting episode as we speak to one of the most experienced and inspiring innovators in the field about how to actually build an AI chatbot for education! Guests and resources Kristen DiCerbo Introduction to Khanmigo OpenAI Khammigo announcement Video about how to use Khanmigo Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

Ed-Technical

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Is AI the answer to quicker, better feedback for teachers? 25:51

منذ 2 years25:51

25:51

Join two former teachers - Libby Hills from the Jacobs Foundation and AI researcher Owen Henkel - for the Ed-Technical podcast series about AI in education. Each episode, Libby and Owen will ask experts to help educators sift the useful insights from the AI hype. They’ll be asking questions like - how does this actually help students and teachers? What do we actually know about this technology, and what’s just speculation? And (importantly!) when we say AI, what are we actually talking about? In this episode, Libby and Owen talk to Dr. Dora Demszky, Assistant Professor in Education Data Science at Stanford University. Dora’s background is in linguistics and natural language processing. Her work focuses on using natural language processing tools to support educators. Dora has been working with large language models for a whole, before the recent explosion of interest. So she shares what it’s been like to move from having to explain what a large language model is, to having the world obsess about them! She also talks about the potential and limitations of using large language models to support educators with activities like teacher coaching and writing feedback to students. Next episode Libby and Owen speak to Dr. Paul Atherton, founder of Fab Inc and Fab Data. Like Dora, Paul is also interested in building AI driven tools for teachers, but he focuses on doing so for teachers in highly resource constrained places like Sierra Leone. Guests and resources Dr. Dora Demszky Dora’s paper on using chatGPT for teacher coaching Coverage of Dora’s research showing positive benefits of providing automated feedback to instructors Join us on social media: BOLD (@BOLD_insights) , Libby Hills (@Libbylhhills) and Owen Henkel (@owen_henkel) Listen to all episodes of Ed-Technical here: https://bold.expert/ed-technical Subscribe to BOLD’s newsletter: https://bold.expert/newsletter Stay up to date with all the latest research on child development and learning: https://bold.expert Credits: Sarah Myles for production support; Josie Hills for graphic design…

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