AI for education.

An open library of prompts, resources, and training. To use AI in the classroom with pedagogical sense.

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Resources

Papers, videos, podcasts and frameworks reviewed by the team.

Paper

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.

Drew Bent et al.

Anthropic · 2025 · English

Framework

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.

Ministerio de Educación de Chile

Mineduc · 2025 · Spanish

Video
Deep Dive into LLMs like ChatGPT — Andrej Karpathy

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.

Andrej Karpathy

Independiente (ex-OpenAI, ex-Tesla) · 2025 · English

Video
How AI Could Save (Not Destroy) Education — Sal Khan TED Talk

How AI Could Save (Not Destroy) Education — Sal Khan TED Talk

TED talk framing AI tutors as democratizers of personalized learning; a key reference in the debate about AI and educational equity.

Sal Khan

Khan Academy · 2023 · English

Podcast
Spotify

Hard Fork — New York Times Tech and AI Podcast

Weekly podcast analyzing the social and educational implications of technology; accessible for educators following AI developments in English.

Kevin Roose & Casey Newton

The New York Times · 2024 · English

Podcast
Spotify

IA y Educación — Spanish-Language Podcast on Generative AI in the Classroom

Spanish-language podcast exploring how AI, especially language models, is transforming teaching and learning; includes ethical and privacy perspectives.

IA y Educación

Independiente · 2024 · Spanish

Prompts

Prompts tested in real classrooms, with use context and warnings.

Lesson and unit planning

Build a school improvement plan from assessment results

Act as an educational management advisor with experience in schools from diverse contexts (public, voucher-funded, private). I'll share a summary of my school's assessment results and the areas we've identified as priorities. Your task is to help me structure an institutional improvement plan for {{timeframe, e.g. "the second semester of 2026"}}. **School context:** - School type: {{public / voucher-funded / private}} - Approximate number of students: {{number}} - Grade levels served: {{e.g., "pre-K through grade 8"}} **Results summary (aggregated figures, no individual data):**
Lesson and unit planning

Design an inquiry-based science lesson for secondary school

You are a science teacher with training in inquiry-based education. Help me design a lesson to teach the following content using the inquiry cycle (question → exploration → explanation → elaboration → evaluation). **Lesson details:** - Grade level: {{grade, e.g. "Grade 8"}} - Learning objective: {{paste the exact text of the objective}} - Class duration: {{duration in minutes}} - Available resources: {{list specific materials — pipettes, beakers, vinegar, soil from the schoolyard, phones, etc.}} - Class experience with inquiry learning: {{none / some / experienced}} **What I need:**
Authentic assessment and rubrics

Create a rubric for a history essay in secondary school

Act as a History teacher with experience in authentic assessment and constructing analytic rubrics for secondary school. I need a rubric to assess an argumentative essay by my {{grade level, e.g. "Grade 11"}} students. Here's the context: **Task:** {{paste the exact essay task description here}} **Learning objectives or skills to assess:** {{list the skills — e.g.: "argumentation with historical evidence, use of sources, textual coherence, position on the topic, bibliography"}}
Authentic assessment and rubrics

Design an authentic assessment for higher education

Act as an expert in authentic assessment design for higher education. I need to replace (or complement) a traditional assessment in my course. The problem I have is that students can answer the current format using AI without demonstrating real understanding. I want to design something that requires genuine thinking and contextualized application. **Course context:** - Course name: {{course name}} - Institution type: {{university / technical college — public or private}} - Level: {{year or semester, e.g. "second year Civil Engineering"}} - Learning outcomes I want to assess: {{paste the e…
Student feedback

Give efficient feedback on a batch of secondary school assignments

Act as a {{subject}} teacher for {{grade level}} with experience in formative feedback at scale — that is, comments that are useful, specific, and different for different groups of students, without requiring writing from scratch each time. I have {{number}} assignments to review. I grouped them into profiles based on performance. For each profile I need a base comment that I can lightly personalize before handing back. **Subject and grade level:** {{subject}} — {{grade level}} **Assessed task:** {{brief description of the task}} **Assessment criteria:** {{list the criteria you used}}
Student feedback

Write formative comments for math errors in primary school

Act as a primary school math teacher who knows how to give formative feedback: not just pointing out that something is wrong, but helping the student understand why and what they can do to fix it. I'll describe a math error I saw in a student's work from {{grade level, e.g. "Grade 5"}}. Help me draft a feedback comment. **Content being assessed:** {{learning objective or content, e.g. "multiplication of fractions"}} **Description of the error:** {{describe the math error in detail — e.g.: "the student added the numerators and denominators separately when multiplying fractions: solved 1/2…

Five principles for using AI in class

A short, citable statement — no forced acronym — to anchor classroom work.

  1. 1

    AI does not teach; you teach

    AI can prepare materials, generate options, summarize documents, and save time on repetitive tasks.

  2. 2

    What goes into the model matters

    When you paste text into an external AI model, that text leaves your control.

  3. 3

    Every AI output is a draft

    The text an AI model generates is a starting point, not a finished product.

  4. 4

    If AI can complete an entire assignment for a student, redesign it

    This principle is uncomfortable, and it is the most important one.

  5. 5

    The best adoption is collective

    Using AI alone, without discussing it with colleagues, produces poor results for two reasons.

Read the full principles

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