Resources
Papers, videos, podcasts and frameworks reviewed by the team.
Featured picks
Anthropic Education Report: How Educators Use Claude
Analyzes 74,000 real educator conversations with Claude; reveals how university faculty actually integrate AI into their work.
Mineduc Chile: PotencIA — AI in Education Guide
Chile's official Ministry of Education guide for classroom AI use; covers ethics, privacy, and examples aligned to the national curriculum.

Deep Dive into LLMs like ChatGPT — Andrej Karpathy
Three-and-a-half-hour video explaining LLM training from scratch; accessible to any educator with technical curiosity.
Showing 54 of 54 resources
Anthropic Education Report: How Educators Use Claude
Analyzes 74,000 real educator conversations with Claude; reveals how university faculty actually integrate AI into their work.
Anthropic Education Report: How University Students Use Claude
Analyzes one million student conversations with Claude; maps how different disciplines integrate AI into academic work.
Stanford AI Index 2025 — Education Chapter
Annual report with global figures on AI in education; useful when you need data to back up a proposal or presentation.
OECD: AI Adoption in the Education System
International overview of how education systems are adopting AI; a reference for policy and digital transformation planning.
OECD Education Policy Outlook 2024
Trends in teaching policy across 50 countries, with a central chapter on AI and the teaching profession.
Assigning AI: Seven Approaches for Students, with Prompts
Describes seven concrete strategies for AI-integrated assignments; useful when redesigning assessments in higher education.
Instructors as Innovators: A Future-Focused Approach to New AI Tools in Education
Practical guide for instructors integrating AI into real courses, with classroom-tested examples from higher education.
World Bank: AI Revolution in Education — What You Need to Know
Global overview of AI's impacts and risks in education from a development perspective, with focus on low- and middle-income countries.
Microsoft 2025 AI in Education Report
Survey of educators in 20+ countries on actual classroom AI use; includes adoption gaps and reported barriers.
Khan Academy Efficacy Results, November 2024
Longitudinal study of 350,000 students showing greater learning gains with regular platform use; concrete data on AI tutoring outcomes.
UNESCO: Guidance for Generative AI in Education and Research
International reference framework for governing generative AI in education; available in Spanish, human-centered approach.
UNESCO AI Competency Framework for Teachers
Defines five AI competency dimensions for teachers; foundational reference for designing institutional professional development programs.