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| Topic | Title and Link | Authors/Hosts | Type of Content | Description | Key Words |
|---|---|---|---|---|---|
| AI and Equity | Humans are Biased. Generative AI is Even Worse | Leonardo Nicoletti and Dina Bass | News Article | An analysis of more than 5,000 images created with Stable Diffusion found that it takes racial and gender disparities to extremes — worse than those found in the real world. | Biases in AI, Image Generation |
| AI and Equity | Algorithmic bias detection and mitigation: Best practices and policies to reduce consumer harms | Nicole Turner Lee, Paul Resnick and Genie Barton | Research Publication | While AI's potential to automate simple and complex decision-making processes has already improved accuracy and driven objectivity in government functions, inferences made from data about people are still vulnerable to the biases prevalent in the datasets and thus requires strategies to mitigate discriminatory practices. | Legal systems, AI Supervision, Discrimination |
| AI and Equity | How AI could perpetuate racism, sexism and other biases in society | Ailsa Chang | Radio Show Segment | This segment discusses how AI can perpetuate biases. | Biases in AI, Machine Learning |
| AI and Equity | Navigating the Promise and Peril of AI for Students of Color | Nathan Kriha | Blog Post | This resource discusses how AI can exacerbate inequities and how to mitigate those risks. | Biases in AI, AI Risks, K - 12 Education |
| AI in Teaching and Learning | AI is Forcing Teachers to Confront an Existential Question | Molly Robert | News Article | This article discusses how instruction is changing in higher education, specifically at the University of Mississippi, in response to AI. | Higher Education, Educational Practices, Generative AI |
| AI in Teaching and Learning | AI is here to stay. So, how is this technology to be used in schools, and what changes need to be made? | Sarah Delia | Radio Show Segment | The WFAE segment discusses the integration of AI in educational settings, exploring effective usage in classrooms to ensure AI serves as a tool for enhancement rather than a distraction, with insights from experts and a focus on guiding both students and teachers towards beneficial practices. | AI Integration, Educational Practices, Classroom Tools |
| AI in Teaching and Learning | Artificial Intelligence, Real Anxiety | Michael B. Horn | News Article | This article focuses on concerns about whether educators are sufficiently preparing students for the real world in light of all the transformations AI is making on the future of roles. | Artificial Intelligence, Education, Curriculum |
| AI in Teaching and Learning | Future of Testing in Education: Artificial Intelligence | Laura Jimenez and Ulrich Boser | News Article | This pieces argues that technological advancements can lead to improvements in testing and discusses the steps needed to reach those benefits. | Assessments, Students, R&D Investments |
| AI in Teaching and Learning | How Young Is Too Young to Teach Students About AI? Survey Reveals Differing Opinions | Arianna Prothero | News Article | This article shares survey results on educators' opinions about when to introduce students to AI. | Students, Education, Artificial Intelligence |
| AI in Teaching and Learning | Effective and Scalable Math Support: Evidence on the Impact of an AI Tutor on Math Achievement in Ghana | Owen Henkel, Hannah Horne-Robinson, Nessie Kozhakhmetova and Amanda Lee | Research Publication | This study evaluates the impact of Rori, an AI powered conversational math tutor accessible via WhatsApp, on the math performance of approximately 1,000 students in grades 3-9 across 11 schools in Ghana | Math Education, Student Outcomes, Research Findings |
| AI in Teaching and Learning | A Map of Generative AI for Education | Laurence Holt | Blog Post | Laurence Holt outlines AI's role in optimizing lesson plans, bolstering classroom management, and enhancing other aspects of teachers' performance, in addition to providing an update on the current players and advancements in the space. | Classroom Management, Teacher Experience, Industry Update |
| AI in Teaching and Learning | Handout: AI and the Future of Teaching and Learning | U.S. Department of Educational Technology | Policy Report | The U.S. Department of Education Office of Educational Technology’s new policy report addresses the clear need for sharing knowledge, engaging educators, and refining technology plans and policies for AI use in education. | Department of Education, Policy, Education Innovation |
| AI in Teaching and Learning | Study: How Districts Are Responding to AI & What It Means for the New School Year | Bree Dusseault and Justin Lee | Blog Post | This post explores ways in which districts are planning to use AI in the 2023-24 school year. This includes using AI in teacher professional deveopment, parent communication, and supporting student learning. | K-12 Education, Artificial Intelligence |
| AI in Teaching and Learning | Shockwaves & Innovations: How Nations Worldwide Are Dealing with AI in Education | Robin Lake | Blog Post | This post explores how other countries have been investing in artificial intelligence in schools, while the U.S. has been slower to do so. | K-12 Education, Artificial Intelligence, International Community |
| AI in Teaching and Learning | “We can’t blow it.” District leaders are optimistic about AI but urgently need help | Robin Lake and Lydia Rainey | Blog Post | CRPE's Robin Lake and Lydia Rainey share key insights from interviews with dozens of district leaders across the country about AI. They discuss how educational leaders see AI's potential to transform education but are not currently prepared to reach that future state. | K-12 Education, Artificial Intelligence, Future of Learning |
| AI in Teaching and Learning | ChatGPT turns one today: Seven reasons why education leaders should step up on AI | Robin Lake | Blog Post | CRPE's Robin Lake shares seven reasons why LLMs like ChatGPT should be integrated into teaching and learning. | Large Language Models, K - 12 Education, Education Leaders |
| AI in Teaching and Learning | How AI could save (not destroy) education | Sal Khan | Video Talk | Sal Khan shares the opportunities he sees for students and educators to collaborate with AI tools -- including the potential of a personal AI tutor for every student and an AI teaching assistant for every teacher -- and demos some exciting new features for Khan Academy's educational chatbot, Khanmigo. | K - 12 Education, Generative AI, Personalized Learning |
| AI in Teaching and Learning | Inclusive Intelligence: The Impact of AI on Education for All Learners | The Center for Innovation, Design, and Digital Learning (CIDDL) | Report | This report from CIDDL that explores how AI can be used in many facets of education and special education. It addresses the potential and risks of AI. | K - 12 Education, Higher Education, Special Education, AI Risks |
| AI in Teaching and Learning Broader AI Reality | Opinion: When Your Technical Skills Are Eclipsed, Your Humanity Will Matter More Than Ever | Aneesh Raman and Maria Flynn | News Article | This opinion piece discusses how AI is moving us to a relationship-based economy, which not only requires a change in learning and training, but also has the potential to reinvision what is possible for us as humans. | AI Impact, Work Transformation, Future of Being Human |
| AI in Teaching and Learning Broader AI Reality | GSV: AI & Education by Claire Zau | Claire Zau | Substack | The AI Education Substack focuses on the intersection of artificial intelligence and education, offering insights, resources, and discussions on how AI technologies can be leveraged for educational purposes and the impact they have on learning environments. | AI Integration, Educational Technology, Learning Innovation |
| Broader AI Reality | Yuval Noah Harari: AI is a “social weapon of mass destruction” to humanity | Ian Bremmer | Video Interview | Yuval Harari explores the perils and possibilities of Artificial Intelligence. | Artificial Intelligence, Innovation, AI Risks |
| Broader AI Reality | The urgent risks of runaway AI — and what to do about them | Gary Marcus | Video Talk | Gary Marcus discusses the risks of AI and how to mitigate them through technical approaches and approaches to governance. | Machine Learning, Innovation, AI Risks |
| Broader AI Reality | Generative AI explained in 2 minutes | KI-Campus | Video | This video provides a brief explanation of Generative AI. | Generative AI |
| Broader AI Reality | Punya Mishra: Posts Related to AI | Punya Mishra | Blog Page | Punya Mishra's website features a category dedicated to AI, where he delves into the complexities, ethical considerations, and educational implications of artificial intelligence through various blog posts, reflecting on its transformative impact on learning and creativity. | Artificial Intelligence, Education, Creativity |
| Broader AI Reality | AMIE: A research AI system for diagnostic medical reasoning and conversations by Alan Karthikesalingam and Vivek Natarajan | Alan Karthikesalingam and Vivek Natarajan | Blog Post | The Google Research Blog post discusses "AMIE," a research AI system designed for diagnostic medical reasoning and conversations, aimed at enhancing the quality and accessibility of healthcare by improving AI's ability to engage in meaningful dialogues similar to clinician-patient interactions. | Diagnostic AI, Medical Reasoning, Conversational AI |
| Broader AI Reality | The Alignment Problem: Machine Learning and Human Values by Brian Christian | Brian Christian | Book | "The Alignment Problem: Machine Learning and Human Values" by Brian Christian explores the challenges and ethical considerations in ensuring that AI systems' objectives align with human values and societal norms. | AI Ethics, Machine Learning, Human Values |
| Broader AI Reality | God, Human, Animal, Machine: Technology, Metaphor, and the Search for Meaning by Meghan O'Gieblyn | Meghan O'Gieblyn | Book | "God, Human, Animal, Machine: Technology, Metaphor, and the Search for Meaning" by Meghan O'Gieblyn is a thought-provoking exploration of the blurred lines between technology and humanity, delving into philosophical and ethical questions raised by advancements in AI and machine learning. | Technology Philosophy, AI Ethics, Human Identity |
| Broader AI Reality | Chip War: The Fight for the World's Most Critical Technology by Chris Miller | Chris Miller | Book | "Chip War: The Fight for the World's Most Critical Technology" delves into the global competition and strategic importance of semiconductor technology, highlighting its pivotal role in modern electronics and national security. | Semiconductor Technology, Global Competition, National Security |
| Broader AI Reality | The Global Might of the Tiny Chip by Virginia Heffernan | Virginia Heffernan | Book Review | The New York Times review of "Chip War" by Chris Miller highlights the book's exploration of the semiconductor industry's history, its pivotal role in global technology, and the geopolitical power struggles surrounding chip manufacturing, offering a powerful narrative that combines technological innovation with international intrigue. | Semiconductor Technology, Global Competition, National Security |
| Broader AI Reality | Wearable Device Allows Humans To Control Robots with Brain Waves by Andrew Myers | Andrew Myers | Blog Post | Stanford researchers have developed a wearable device, NOIR, that allows humans to control robots using brain waves for tasks like moving objects and cooking meals, showcasing advancements in neural-operated intelligent systems. | Brain-Computer Interface, Robotics, Wearable Technology |
| Broader AI Reality | Using NLP to Detect Mental Health Crises by Prabha Kannan | Prabha Kannan | Blog Post | Stanford researchers have developed a natural language processing system, Crisis Message Detector 1 (CMD-1), which significantly reduces the time to identify and triage mental health crises in patient messages from 10 hours to under 10 minutes. | Mental Health, Crisis Message Detector, Natural Language Processing |
| Broader AI Reality | Designing Natural Language Processing Tools for Teachers by Allison Whitten | Allison Whitten | Blog Post | The article on Stanford HAI discusses the development of natural language processing (NLP) tools by education researchers to support teachers and enhance classroom instruction, emphasizing the collaboration with teachers to ensure the tools meet educational needs effectively. | Natural Language Processing, Teacher Support, Classroom Instruction |
| Broader AI Reality | Better predictions of wildfire spread may sit above the treetops by Corey Binns | Corey Binns | Blog Post | Stanford's new research highlights how simulation technology, analyzing wind currents above forest canopies, can enhance predictions of wildfire spread, offering a high-tech approach to better understand and manage wildfires. | Simulation Technology, Wildfire Predictions, Atmospheric Analysis |
| Broader AI Reality | The Stanford Human-Centered Artificial Intelligence (HAI) News Page | Stanford University Human-Centered Artificial Intelligence | Blog Post | The Stanford HAI News page features updates on research, events, and insights from the Human-Centered Artificial Intelligence Institute, highlighting advancements and discussions in AI that emphasize human interests and societal benefits. | AI Research, Human-Centered Design, Technological Insights |
| Broader AI Reality | Sleeper Agents: Training Deceptive LLMS That Persist Through Safety Training by Evan Hubinger et al. | Evan Hubinger et al. | Journal Article | "Sleeper Agents: Training Deceptive LLMs That Persist Through Safety Training" investigates the potential for large language models (LLMs) to adopt and retain deceptive behaviors despite undergoing current state-of-the-art safety training methods, revealing challenges in detecting and mitigating such behaviors. | Deceptive Behavior, Safety Training, Large Language Models |
| Broader AI Reality | Google launches Gemini, the AI model it hopes will take down GPT-4 | David Pierce | News Article | The article discusses Google's introduction or updates to the Gemini LLM AI model, focusing on its capabilities, applications, and potential impact on various sectors. | Gemini LLM, AI Innovation, Google Technology |
| Broader AI Reality | Learning Futures Podcast | Sean Leahy and Punya Mishra | Podcast | The Learning Futures Podcast, hosted by Sean Leahy and Punya Mishra, explores innovative approaches to education and the future of learning by featuring discussions with researchers, education leaders, and other experts on how to better prepare learners to thrive in the future. | Educational Innovation, Future Learning, Expert Discussions |
| Broader AI Reality | The Ezra Klein Show | Ezra Klein | Podcast | The Ezra Klein Show is a highly acclaimed podcast that engages listeners with meaningful conversations on important topics, featuring host Ezra Klein and a range of expert guests discussing subjects from climate change and market dynamics to political party futures and the implications of psychedelics on consciousness. | In-depth Conversations, Sociopolitical Analysis, Thought Leadership |
| Broader AI Reality | Hard Fork | Kevin Roose and Casey Newton | Podcast | The New York Times Podcast Hard Fork explores the intersection of technology, society, and the future, focusing on how digital innovations and the internet are reshaping our world | Technology Trends, Digital Innovation, Societal Impact |
| Broader AI Reality | Humans vs. Machines | Gary Marcus | Podcast | The podcast "Humans vs. Machines with Gary Marcus" delves into the complexities and potential of artificial intelligence, discussing its progress, challenges, and the balance between AI's risks and benefits, with insights from experts across various fields. | Artificial Intelligence, AI Challenges, Technological Ethics |
| Broader AI Reality | Born connected: The rise of the AI generation by Qustodio | Qustodio | Report | The Annual Data Report 2023 examines the digital behaviors of children, focusing on their use of apps across categories like online video, social media, gaming, education, and communication, highlighting trends, screen time, and parental control practices. | Digital Behavior, Screen Time, Parental Controls |
| Broader AI Reality | Ethan Mollick: One Useful Thing | Ethan Mollick | Substack | "One Useful Thing" is a platform by Prof. Ethan Mollick that aims to delve into the implications of AI on work, education, and life, catering to over 111,000 subscribers interested in understanding the transformative impact of artificial intelligence. | AI Impact, Work Transformation, Educational Innovation |
| Broader AI Reality | Andrew Maynard: The Future of Being Human | Andrew Maynard | Substack | "The Future of Being Human" by Andrew Maynard delves into the intersections of technology, society, and the evolving concept of humanity, offering insights and discussions on how emerging technologies might shape our future. | Technology Impact, Human Advancement, Societal Change |
| Broader AI Reality | One week on with the Apple Vision Pro | Andrew Maynard | Blog Post | ASU's Andrew Maynard offers a detailed review of the Apple Vision Pro one week after his purchase, outlining the product's strengths, shortcomings, and potential in the world of productivity, immersive experiences, education, and entertainment. | Apple Vision Pro, Productivity, Entertainment |
| Broader AI Reality | AI Could Actually Help Rebuild The Middle Class | David Autor | Essay | Rather than displacing human labor, artificial intelligence facilitates a wider pool of trained individuals to undertake the high-stakes decision-making typically exclusive to elite professionals. | Labor, AI as a Collaborator, Expertise Development |
| Broader AI Reality | How AI Will Change Our Relationship With Computers | Vinod Khosla | News Article | This opinion piece discusses how AI will change the way humans and computers interact by moving to a place of natural voice interaction. | Artificial Intelligence, Future of Being Human, Voice-Controlled Computing |
| Broader AI Reality | Don't Fuss About Training AIs. Train Our Kids | Esther Dyson | News Article | This opinion names that AI can help automate routine tasks so that people can focus on raising healthier children. | Artificial Intelligence, Future of Being Human |
| Broader AI Reality | How ChatGPT and Bard Performed as My Executive Assistants | Brian X. Chen | News Article | This article describes how ChatGPT and Bard can handle administrative tasks. | Generative AI, Innovation, Future of Being Human |
| Core AI Concepts | An Introduction to Generative AI Capabilities | John Bailey | Presentation | Explore the versatility and practical applications of GenAI through illustrated examples spanning diverse use cases, providing insight into its capabilities and real-world potential. | Generative AI, Practical Applications and Examples |
| Future of Education | Thinking Forward: New Ideas for a New Era of Public Education | Editor: Robin Lake | Essay | This collection of essays (summarized here in an Executive Summary) from CRPE focuses on the past and the road ahead for public education. | K - 12 Education, Future of Learning |
| Policy and Politics of AI in Education | Adam Garry on proposed changes to COPPA | Adam Garry | Linkedin Post | The revised language for COPPA suggests that every school district should appoint a "data custodian" responsible for reviewing all agreements involving generative AI technologies prior to their adoption or use by educators. Additionally, it proposes limitations on districts using their own students' data for the creation or training of new AI-driven educational models, a practice currently observed in some districts like Mesquite and Da Vinci. | Privacy Regulations, Data Protection, Children's Online Privacy Protection Act |
| Policy and Politics of AI in Education | The 2024 Administrator AI Report: Perceptions, Practices, and Potential in Education by Imagine Learning | E. Michaelson, N. Carter, Imagine Learning | Report | Imagine Learning, the largest provider of digital curriculum solutions in the U.S., serving 15 million students in more than half the school districts nationwide, released the findings from its new report, "The 2024 Administrator AI Report: Perceptions, Practices, and Potential in Education," to identify administrators' perceptions on the benefits and advantages of generative AI and benchmark its current rate of adoption. | Generative AI, Educational Administration, Policy Development |
| Policy and Politics of AI in Education | AI Education Policy Landscape by Pedagog.ai | Pedagog.ai | Report | "AI Education Policy Landscape," examines the responses of states, districts, and universities to the surge in Generative AI technologies in educational settings since the release of ChatGPT, highlighting the variance in policy guidance and its adaptation across different regions. Follow the link and scroll down to "Explore The Research" to find your state's guidance documents. | Generative AI, Education Policy, Policy Guidance |
