A Taxonomy of Agentic AI The evolution of AI agents, particularly since 2024, has shifted from marketing hype to practical applications across various levels of capability. AI agents, defined as large language model-based applications, perform semi-autonomous tasks using code. This taxonomy categorises AI agents from simple code-using chatbots to complex teams executing multi-faceted projects, highlighting their growing significance in educational settings.

This new taxonomy categorises AI agents from simple code-using chatbots to complex teams executing multi-faceted projects. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

yellow book cover with text: Leon Furze Practical AI Strategies 2 - The Critical Guide to GenAI in Education on left. Right side shows a purple mailing list sign up page.

So. What are you waiting for? Go and join the list already and stay up to date.

Clicky linky: leon-furze.kit.com/pais2

#ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #EduSky #artificialintelligence #practicalaistrategies

The Effort Economy of Slop The concept of "AI slop" highlights the imbalance in effort between creators and consumers of content generated by artificial intelligence. As production becomes effortless, the burden shifts to the consumer.

The concept of "AI slop" highlights the imbalance in effort between creators and consumers of content generated by artificial intelligence. As production becomes effortless, the burden shifts to the consumer. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

Why Skepticism Contributes to Effective AI Integration with Zach Kennelly | The AI Educator Podcast In this episode of The AI Educator, Andrea Claver from EDSAFE AI speaks with Zach Kennelly, Senior Manager of STEM, AI, and Partnerships at DSST Public Schools. Zach discusses a "human-centered, AI-le...

New from @edsafeaialliance.bsky.social: Ep. 6 of The AI Educator features Zach Kennelly, who discusses a human-centered, AI-leveraged approach in the new era.

Listen to Zach’s Insights: AIeducator.podbean.com/e/why-skepti...

#AIinEd #EdTech #AI #EDSAFE

Processes Are More Important Than Prompts In Processes are More Important than Prompts, Leon Furze argues that "prompt engineering" has become less important as GenAI technologies have matured. His early 2023 article focused heavily on crafting perfect prompts, but technological improvements—multimodal inputs (PDFs, images, spreadsheets), internet access, thinking models, and research applications—have reduced the need for lengthy contextual prompts.

In Processes are More Important than Prompts, Leon Furze argues that "prompt engineering" has become less important as GenAI technologies have matured. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #Podcast

Did You Know AI Can Do… That? The text-box and blinking cursor of GenAI chatbot interfaces is the main thing holding us back from exploring their use. Did you know AI can do... that?

The text-box and blinking cursor of GenAI chatbot interfaces is the main thing holding us back from exploring their use. Did you know AI can do... that? #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #EduSky

Portrait of a Teacher The Portrait of a Teacher project aims to redefine the role of educators in response to the rapid technological and workforce changes shaping society.

AI won’t replace teachers.

But it will redefine the skills, mindsets, and roles that matter most.

Help shape that future through the national Brain Trust.

🚀 Get involved: www.ed3global.org/portraitofat...

#AIinEd #EducationLeadership

IYKYK: How Do We Know What AI Can Really Do? The Discoverability Problem in GenAI means users are often unaware of capabilities due to poor UX. If the tech won't change, we need new mental models.

The Discoverability Problem in GenAI means users are often unaware of capabilities due to poor UX. If the tech won't change, we need new mental models #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

You Don’t Need an AI Policy On Friday I told a room full of school leaders that they didn't need an AI policy, you could hear a pin drop — right up until the point people started to laugh and nod their heads. I was speaking with members of Independent Primary School Heads of Australia (IPSHA), in a series of sessions which covered AI progress, risk and safety, and the practical use of GenAI platforms like Copilot and Gemini.

Your school, university, or business doesn't need an AI policy: you need to figure out what AI adds to the policies you already have. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

Am a huge fan of Google Gems! And so I'm loving the premade Gems at EduGems created by @ericcurts.bsky.social: edugems.ai/home #googlegems #aiined #edtech #edtechchat #FIELDGuide #socialstudies

Should Teachers Port ChatGPT Conversations to Gemini? What to Know About Curriculum Ownership and AI Compliance Using personal AI tools like ChatGPT for lesson planning can complicate curriculum ownership—and how Google Gemini’s portability feature may offer a safer, more compliant path forward educators.

New tools let you move your chats to Gemini—but does that protect your work from district ownership claims? Or make things worse?
A breakdown of risks, rewards, and IP rights/
open.substack.com/pub/davidpbl...
#AIinEd #TeacherTools #GeminiAI #ChatGPT #EdTech #K12 #OwnershipMatters

🚨 ICYMI: Is your school district ready for "Shadow" Learning? With 72% of teens using AI, let's ensure it supports learning! Download our 2-page infographic for insights! www.edsafeai.org/safieaichatb...
#AIinEd #SafeByDesign #EducationPolicy #EdTech #LearningSciences #EDSAFEAI

Expert Signals: Why Human Expertise Matters More Than Ever AI excels at codifiable knowledge but can't transmit the situated, embodied expertise that makes human experts irreplaceable. Introducing expert signals.

New post: Expert Signals. I've been thinking about what human experts actually do that AI can't, drawing on James C. Scott's distinction between techne and metis. Read more... #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

The Practical AI Library is Now Open A curated, constantly updated collection of AI in education research, news, frameworks, and practical resources.

A curated, constantly updated collection of AI in education research, news, frameworks, and practical resources. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

What Happens to Expertise When Students Skip the Struggle? When students use GenAI to skip the hard parts of learning, they miss the productive struggle that builds genuine expertise. This post explores why the "AI is just like a calculator" argument falls short, and why novices are most at risk of outsourcing the thinking that matters most.

New post: GenAI makes it easy for students to skip the struggle, but productive struggle is where real learning happens. The students most likely to over-rely on it have the most to lose. What's the "minimum viable struggle" we need to protect? #ArtificialIntelligence #AIEducation #AIEd #AIInEd

Lived Experience Using AI as an AuDHD Adult AI is often marketed as a game-changer for neurodivergent learners, but the reality is more complicated. As someone with a combined autism/ADHD diagnosis, I explore both the genuine risks of AI for ND users, including pathologising training data and addictive design patterns, and the personal, practical ways I actually use these tools: capturing ideas on the move, voice-to-text writing, and creating social stories for navigating complex situations like conferences.

New blog post: AI as assistive technology for neurodivergent users, from someone who actually is one.
The good, the bad, and the one where someone changed the plan at the last minute. #ND #AuDHD #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

A veteran teacher explains how to use AI in the classroom the right way Veteran teacher Jen Roberts explains why generative tools are more than just a platform for cheating—they’re a way to make classrooms fairer and more human

I got to talk to @sciam.bsky.social about why AI isn't just a cheating issue, it's an equity tool when we use it right.
Featured in the March 2026 print issue.
scientificamerican.com/article/a-veteran-teacher-explains-how-to-use-ai-in-the-classroom-the-right-way/
#AIinEd #EdTech #EduskyAI #EduSky

Good news: more spots are now available! 👀

Educators, join us for an in-person convo on #GenAI, AI agency, and real classroom practice. Featuring CDT researchers & local educators.

🎟️ Registration is required: digitalthriving.typeform.com/to/hytfewau
#AIinEd

Letting the Robots In AI agents are increasingly browsing the web alongside humans, but most websites still serve them the same cluttered HTML designed for browsers. Here's what I've done to make this site more readable for AI systems, why I think educators should care about being AI-accessible, and why the real problem isn't scraping but the attribution gap that AI companies have chosen not to fix.

New post: the web is developing a second layer, built for AI agents instead of human browsers. I've started making my site readable for both. The real fight isn't access, it's attribution. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

Building Websites with Claude Code Over the past couple of weekends I have built and published five complete websites and a complex interactive page for this site. I had the content already handy, but all of the work of making the websites, and a substantial amount of their deployment, was handled exclusively by Claude Cowork and Claude Code.

Learn how to build and deploy complete websites using Claude Code and agent teams #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

What Happens When The AI Bubble Bursts In What Happens When the AI Bubble Bursts?, Leon Furze argues the current GenAI bubble will inevitably burst, much like the dot-com bubble of the late 1990s.

In What Happens When the AI Bubble Bursts?, Leon Furze argues the current GenAI bubble will inevitably burst, much like the dot-com bubble of the late 1990s. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #Podcast

Teaching AI Ethics: New Book and Website Today I'm launching two things: a new Open Access eBook and a dedicated website for the Teaching AI Ethics project. Read more on the blog.

Today I'm launching two things: a new Open Access eBook and a dedicated website for the Teaching AI Ethics project. Read more on the blog. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu

39/365 · Pruebas express en Moodle con IA: del PDF al archivo GIFT

Por Luis Vilela acuña - Serie EDUmind sobre uso de la IA en Educación

Hoy toca desmontar uno de los grandes ...

¿Qué opinas?
blog.edumind.es/39-365-pruebas-express-e...

#EduSky #AIinEd

Technology Is Actually Pretty Great In Technology is Actually Pretty Great, Leon Furze argues that the problem isn't technology itself but corporate capture of digital life in education. Returning from a hiatus spent finishing his PhD and developing a new course, he reflects on how OpenAI's problems—privacy, sustainability, copyright, labour exploitation—are symptoms of the broader tech industry.

In Technology is Actually Pretty Great, Leon Furze argues that the problem isn't technology itself but corporate capture of digital life in education. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #Podcast

AI features in MIS can reduce admin and reporting time without replacing staff or professional judgement.
With secure setup and clear oversight, AI supports teams rather than automating decisions.
Everything ICT helps schools explore AI’s value without added risk or complexity.
#EdTech #AIinEd #MIS

@edsafeaialliance.bsky.social just released its policy paper to guide safe & responsible use of AI companions in education. It’s an actionable roadmap for leaders to protect student well-being and privacy in the age of AI: tinyurl.com/cwh6cpk9
#AIinEd #SafeAI #EdPolicy #Education #StudentSafety

CoSN Blog Alert: By Keith Krueger: From Risk to Readiness: Why We Must Lead on AI Use in the Classroom - AI in classrooms is here. The question is whether we lead or react. From risk to readiness, strong leadership matter.

CoSN Blog Alert: By @keithkrueger.bsky.social: From Risk to Readiness: Why We Must Lead on AI Use in the Classroom - AI in classrooms is here. The question is whether we lead or react. From risk to readiness, strong leadership matters - bit.ly/3Zzf5wE #AIinEd #EdTech

What Do Educators Want to Learn About GenAI? In What Do Educators Want to Learn About GenAI?, Leon Furze shares findings from a survey of approximately 3,000 educators across K-12, early childhood, universities, TAFEs, and related industries spanning multiple countries.

In What Do Educators Want to Learn About GenAI?, Leon Furze shares findings from a survey of approximately 3,000 educators across K-12, early childhood, universities, TAFEs, and related industries spanning multiple countries. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #Podcast

Teaching AI Ethics 2026: Human Labour This is an updated post in the series exploring AI ethics, building on the original 2023 discussion of human labour. Since 2023, the human cost of AI has become one of the most pressing ethical issues in the industry, with major lawsuits, union formation, and investigative journalism bringing the exploitation of workers into public view.

Since 2023, the human cost of AI has become one of the most pressing ethical issues in the industry, with major lawsuits, union formation, and investigative journalism bringing the exploitation of workers into public view. #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu #AIEthics

🤖 From chalkboards to AI, science practice is changing. NSTA’s latest blog explores how AI intersects with scientific inquiry, data analysis, and human judgment — and what it means for classrooms today. 👉 bit.ly/45byMOq
#NSTA #ScienceEducation #AIinEd