From national frameworks and teacher training to classroom integration and ethical adoption, this week is focused on how global education systems are putting AI to work.
Top of Mind This Week: The cost of the AGI Delusion
The newly published Foreign Affairs post “The Cost of the AGI Delusion” argues that the U.S. obsession with artificial general intelligence (AGI) is distracting from the real race in AI (which the post reports as scaling practical applications). The authors note that while LLM businesses hype individual models, most AI adoption efforts still fail to move beyond pilot projects.
By chasing super-intelligence, as the article suggests, the U.S. could risk ceding ground to countries that are focusing their attention on rapid integration of existing AI into infrastructure, industry, and governance.
For education leaders, the post argues that progress will not come from waiting for mythical breakthroughs, but from thoughtful, near-term adoption that builds literacy, equity, and trust in how AI is used to support learners.
You can read the full post, The Cost of the AGI Delusion at https://www.foreignaffairs.com/united-states/cost-delusion-artificial-general-intelligence
UNESCO News on AI and Education
Earlier this month, UNESCO officially recognized four initiatives from Belgium, Brazil, Egypt and the United Kingdom for the 2025 UNESCO‑King Hamad Bin Isa Al-Khalifa Prize for the Use of ICTs in Education. Each of the four initiatives focused on the ethical and responsible use of artificial intelligence (AI) in education.
The awarded initiatives range from civic-AI education in Belgium (AI4InclusiveEducation) to integrating AI into Brazil’s public-school curriculum (Piauí Inteligência Artificial), delivering Arabic-language AI training across Egypt (Mahara-Tech), and a UK-based global platform for ethical AI learning among youth (Experience AI).
UNESCO has continued to emphasize that technology must remain at the service of education, not the reverse. The announcement signals that AI in education is no longer just a novelty but demands integrated policy, teacher training, inclusive access and ethical guardrails to scale effectively. Educators, EdTech developers and policy-leaders must recognize and address the gap between “adding AI tools” and “deploying AI responsibly at scale.”
This very real and quality necessary mindset shift will help all of us raise the bar in what quality AI in Education looks like.
You can read the full post on the four initiatives recognized by UNESCO for the King Hamad Bin Isa Al-Khalifa Prize at https://www.unesco.org/en/articles/unesco-recognizes-four-initiatives-promoting-responsible-use-ai-education.
Africa Updates on AI and Education
UNESCO and its partners (including the KIX Africa 21 Hub) are supporting four francophone African countries (Benin, Burundi, Côte d’Ivoire and Senegal) to create national AI competency frameworks for teachers and students, while also translating digital learning resources into local languages. The competency frameworks will clarify the skills and practices educators and learners need in a “digitally transformed” classroom, and focus on critical thinking, ethical AI use, digital literacy, and pedagogy.
The initiative grounds its work in prior UNESCO work that frames technology and AI as tools to enhance human-teacher and student relationships, not supplant them. This work is a good reminder that if AI and digital tools are introduced without context-sensitive strategies (including languages, ethics and teacher roles), they risk reinforcing inequities.
By integrating competency frameworks and co-design strategies as critical components this initiative might bypass some of the errors we often see in EdTech roll-outs.
You can read more about the KIX Africa 21 Hub and their work with UNESCO at https://www.unesco.org/en/articles/unesco-and-partners-pioneer-national-ai-competency-frameworks-and-local-language-learning-africa.
Also this week, in Djibouti the General Inspectorate of National Education launched an AI training program for school inspectorates to seed system-level capacity for classroom use of AI and oversight of that use. The program covers seven intensive sessions through January 2026 and includes modules on digital ethics, data management, adaptive learning technologies, and AI-driven decision-support systems, combining theoretical work with case studies and hands-on workshops.
The thought process seems to be that by equipping inspectors with competencies in the ethical, pedagogical and professional use of AI, the intervention positions them to guide teachers and institutions toward effective integration of AI and digital tools, rather than simply introducing technology as an add-on.
This is a smart move and one to follow to see if this work sticks. It seems staged to do well… we shall see.
You read more about the Djibouti National Education AI Training Program at https://techafricanews.com/2025/10/15/djibouti-embarks-on-ai-education-revolution-with-inspectorate-training-program/.
Asia Updates on AI and Education
Singapore’s schools and teacher-training institutes increasingly deploy AI-based tools in classrooms. Reported use ranges from support lesson preparation and student diagnostics, to differentiated learning materials.
Early indicator data show that for some teachers the time saved on administrative tasks or marking has shifted their role toward more curation, feedback and student-guidance rather than pure content delivery.
What I appreciated about the data that is reported is that educators in Singapore are reporting that effective AI use depends on clear alignment to pedagogy, teacher professional development, and evidence of impact (rather than simply using tools). Pilot projects in Singapore are highlighting the impact on teachers who engage actively in shaping AI-use (i.e., selecting prompts, customizing content, monitoring student progress) – with those teachers feeling more empowered than those where AI is simply introduced as plug-and-play tools.
You can read the full article on AI in Singapore Classrooms and How AI is Making a Difference for Teachers at https://www.straitstimes.com/singapore/parenting-education/artificial-intelligence-in-spore-classrooms-how-do-we-know-its-making-a-difference-for-teachers.
Also this week, the Universiti Pendidikan Sultan Idris (UPSI) in Malaysia announced what appears to be Southeast Asia’s first Artificial Intelligence Education Laboratory. The lab will serve as a central hub for AI-driven education, research, and community engagement, specifically advancing the nation’s higher-education innovation goals. Supported by the Education Malaysia Global Services and the Ministry of Higher Education, the lab is a critical part of Malaysia’s intent to integrate AI into pedagogy, curriculum design, and workforce preparation.
The lab’s focus includes applied research in teaching technologies and up-skilling educators for AI-enabled learning environments.
This positions Malaysia as a regional leader in higher-education transformation, shifting from technology adoption to AI co-creation.
You can read the full article on the new lab to support AI driven education in Malaysia at https://opengovasia.com/malaysia-advances-ai-based-higher-education-system.
Latin America Updates on AI and Education
The Instituto México Inglés (IMI) in Guadalajara has integrated AI into everyday teaching-and-learning rather than treating it as a novelty or controversy. By doing so, students there each get access to a personalized virtual assistant (for example a Google Gemini “Math Gem”) that helps explain concepts like fractions at their own pace. Instead of traditional textbooks and lectures, IMI uses iPads, monthly real-world challenge-based projects (e.g., investigating endangered species) and coaches who guide rather than lead every step.
The school is leveraging AI tools (including NotebookLM and AI Studio) so that students can convert materials into mind-maps, podcasts, or create videos and presentations of their own design.
The IMI leadership frames the future of learning as one where the important divide will not be “humans vs AI” but “humans who know how to use AI and those who don’t.”
The work at this school can serve as an emerging model for intentionally embedding AI rather than as a side gadget. This has the potential to focus toward student agency, personalized learning, teacher-coach roles, and generative tools – all things we can learn from on a global stage.
You can read more about IMI Integrated AI at https://mexiconewsdaily.com/culture/using-ai-comes-naturally-to-one-of-mexicos-most-innovative-schools/.
United States Updates on AI and Education
In a Reuters article this week, the Adtalem Global Education Inc. announced that it is partnering with Google Cloud to launch an AI-credential program aimed at students and healthcare professionals (which will begin in 2026). The program’s curriculum will offer hands-on experience with Google Cloud’s AI tools (Gemini, Vertex AI, etc.) alongside modules on clinical practice applications, ethical considerations, patient safety and healthcare-specific AI tools.
The initiative responds to a gap in clinician readiness that has been surfacing. Specifically, new data is suggesting that hospitals are heavily investing in AI to address staffing shortages, yet many physicians and nurses report they are unprepared to adopt the technology.
According to Adtalem, this credential is intended to give graduates a “competitive edge” in their careers—whether in patient care, mental-health counseling or healthcare leadership by enabling them to spend less time on administrative tasks and more time on patient connection (a promise we have heard before in education).
The article does share data from a recent poll showing more than half of U.S. healthcare workers are actively seeking to leave their jobs and 42 % worry that AI will replace parts of their role, while fewer than half feel comfortable using current AI tools in their role.
This is another concrete example of how AI credentials are being created outside traditional tech silos and within professional practice domains. For higher education and professional development ecosystems, it signals a shift toward credentials tied to emerging tech fluency in applied settings.
From a policy and sector perspective, this initiative highlights that preparing practitioners with AI literacy may become a strategic lever for workforce resilience and innovation in other service oriented sectors.
You can read the full article on this AI Credential Program for Healthcare at https://www.reuters.com/technology/adtalem-google-cloud-launch-ai-credential-program-healthcare-professionals-2025-10-15/.
Also this week, the American Federation of Teachers and National Education Association have partnered with Microsoft and OpenAI to invest millions of dollars in professional development for educators around the use of artificial intelligence in classrooms.
The initiative will offer micro-credentials and training modules covering how to integrate AI tools like ChatGPT (and Copilot) into lesson-planning, personalized student support, and data-driven instructional practices.
From what I have read so far, it appears the focus will be on enabling educators to select AI tools, design how they are used, understand student-data implications, and maintain pedagogical control rather than have technology dictate the workflow.
The call for these types of opportunities may be a signal that we are witnessing some evolution in the EdTech sector from selling software licenses toward supporting educator capacity and professional ecosystem change.
Importantly this type of mindset shirt (again) moves us from focusing on low level questions (i.e., which AI tool shall we buy) to more systemic and perhaps meaningful questions (i.e., how will we build teacher capacity, governance, ethics and infrastructure around AI).
One thing to watch with this partnership is attention to measuring impact (i.e., how AI affects student learning, not only tool uptake). If things continue we will see a lot more attention to outcomes instead of actions – undoubtedly a success factor for future funding, policy and scale decisions for AI’s future in education.
You can read the full AFT and NEA partnership announcement at https://apnews.com/article/artificial-intelligence-teacher-union-microsoft-f7554b6550fb90519dd8129acac8e2https://apnews.com/article/artificial-intelligence-teacher-union-microsoft-f7554b6550fb90519dd8129acac8e29191
Remember that the future of education is being shaped now and we need more voices that are informed, thoughtful, and equity-driven. We need informed, thoughtful voices to make meaningful choices. Subscribe to Jody’s newsletter for weekly updates as soon as they’re published at https://jodybritten.medium.com/subscribe
