A human-curated, evidence-backed field guide to AI that improves educational practice.
AI for education, not education about AI.
English | Chinese
Human-reviewed | Evidence-labeled | Bilingual
- Teaching and Lesson Design
- Assessment and Feedback
- Tutoring and Learner Support
- Content and Curriculum
- School Operations and Governance
- Teacher Development and Coaching
- Open Source
- Field Evidence
- Watchlist
- How Curation Works
- MagicSchool - Helps teachers and school teams create lessons, assessments, accommodations, communications, and student activities; independent evaluation.
- Eduaide - Helps teachers design lessons, assessments, differentiated materials, and standards-aligned resources; vendor case study.
- Curipod - Helps teachers run interactive lessons and writing practice with immediate student feedback; vendor case study.
- Teachmate - Helps teachers plan, adapt resources, write reports, and reduce communication workload; vendor case study.
- Brisk Teaching - Helps teachers create feedback, assessments, differentiated materials, translations, and student activities inside existing browser workflows; vendor case study.
- Gradescope - Helps instructors grade paper, online, and programming assignments with answer grouping, rubrics, and reusable feedback; public deployment.
- Writable - Helps teachers manage writing assignments, rubrics, feedback, and revision cycles; product documentation.
- Khanmigo - Guides learner reasoning through tutoring while giving teachers an instructional assistant; independent evaluation.
- CENTURY Tech - Gives students adaptive practice paths and helps teachers identify curriculum gaps; independent evaluation.
- Flint - Lets K-12 teachers assign AI-supported activities and review student conversations and feedback in a managed environment; product documentation and external review.
- Diffit - Helps teachers adapt source material into differentiated readings, vocabulary support, worksheets, translations, and handouts; public deployment.
- SchoolAI - Helps teachers and school leaders create governed student AI spaces, classroom activities, check-ins, and visibility into student work; vendor-hosted research.
- Merlyn - Helps teachers control classroom technology, present content, search, and use a school-managed voice assistant; independent evaluation with vendor-hosted summary.
- Edthena AI Coach - Guides teachers through structured reflection and instructional coaching cycles using classroom evidence; research record.
- Shiori - Gives learners Google Classroom sync, study plans, quizzes, and spaced-repetition flashcards in an MIT-licensed, self-hostable study companion; open source review.
Open source is a distinct editorial layer, not a requirement for the whole guide. Code availability makes a project inspectable, but it does not prove educational impact.
- Ottawa Catholic School Board + Brisk - Describes a district-scale rollout inside Google Workspace for feedback, personalized support, and multilingual access. Vendor-reported case study.
- Barbers Hill ISD + Brisk - Describes district adoption for targeted feedback, student activities, translation, text leveling, and differentiated support. Vendor-reported case study.
- Ysleta Middle School + Curipod - Describes writing feedback and classroom participation with emergent bilingual learners. Vendor-reported case study.
These records show implementation settings, not independent endorsements. Vendor ownership is stated so readers can judge each source appropriately.
- Chalkie - Offers lesson, activity, worksheet, and curriculum-aligned material generation for teachers; awaiting named deployment or independent evaluation.
- QuizVerse - Offers adaptive exam practice, automated grading, and multilingual feedback for learners; awaiting public deployment evidence.
- Kira Learning - Combines computer science curriculum, classroom management, and AI-supported learning; external review exists, but outcome evidence remains limited.
- Cognii - Provides conversational tutoring and feedback on open responses; awaiting a current named deployment and recent evaluation.
- Nolej - Converts source material into activities, assessments, flashcards, and reusable courseware; awaiting stronger implementation evidence.
- Mindsmith - Helps learning designers create lessons, training modules, assessments, and shareable e-learning content; awaiting non-vendor evidence.
- Google Learn About - Lets learners explore topics through interactive explanations, sources, and follow-up questions; experimental, with limited classroom evidence.
Watchlist is an active review queue, not a lower-quality directory. A resource moves only when public evidence changes.
Every Main List decision is made by a human maintainer. AI may help discover candidates, gather sources, or draft copy, but it may not approve an entry.
Each selected resource must show a concrete education workflow, a clear target user, and public evidence. Evidence labels describe source ownership and strength without turning uncertain evidence into a numeric score. Vendor case studies stay visibly vendor-reported, and resources move between Main List and Watchlist as evidence changes.
The public evidence ledger records sources, limitations, and review dates. The full curation criteria define admission, movement, and removal. General AI tools, AI-literacy courses, and paper-only collections stay out unless they connect to a practical education implementation.
Educators, researchers, builders, and school teams are welcome to challenge entries, add evidence, and suggest resources. English-only submissions are welcome; maintainers are responsible for final bilingual parity.
Read CONTRIBUTING.md, then suggest a project or suggest field evidence. Review the curation criteria and evidence ledger above before submitting.
Released under the MIT License.