AI Guidance and Frameworks
Helpful links
- GMUβs AI Guidance and Resources -Provides institution-specific guidance on responsible AI use, emphasizing academic integrity, privacy, transparency, accessibility, and human oversight. This helps teacher educators align AI integration with university policies and ethical practice.
- Digital Education Council AI Literacy Framework -Identifies five dimensions of AI literacy: understanding AI and data, critical thinking and judgment, ethical and responsible AI use, human-centricity/creativity, and domain expertise. Particularly useful because it connects general AI literacy to disciplinary practice, making it highly relevant for teacher preparation programs.
- EDUCAUSE AI Literacy in Teaching and Learning (ALTL) -Offers a higher education framework for students, faculty, and staff centered on four areas: technical understanding, evaluative skills, practical application, and ethical considerations. Helpful for designing professional learning outcomes and competencies for teacher educators.
- https://www.educause.edu/content/2024/ai-literacy-in-teaching-and-learning/faculty-altl
- AI Literacy Framework (OECD + European Commission AILit) Focuses on preparing learners to engage with, create with, manage, and shape AI while emphasizing ethical, creative, and critical use. It provides a globally recognized framework for developing AI literacy across educational systems and can inform Kβ12 teacher preparation and curriculum design
- AI Literacy Framework for Higher Education (AI Literacy Lab) Proposes five domains of AI literacy: foundational, conceptual, social, ethical, and affective (emotional). It is especially valuable for cultivating reflective, human-centered educators who can thoughtfully integrate AI into teaching, learning, and professional practice.
Resources for educators
AI Resources in Teaching and Learning
- For a teacher educator, researcher, or instructional designer
1. Read, Research & Synthesize
NotebookLM
Convert articles, reports, PDFs, and books into study guides, FAQs, podcasts, and summaries.
π https://notebooklm.google.com
Elicit
AI-powered literature review and evidence synthesis tool.
π Elicit
Consensus
Search research literature using natural language questions.
π Consensus
ResearchRabbit
Visualize research networks, citations, and related authors.
π ResearchRabbit
Connected Papers
Explore connections among research articles.
π Connected Papers
2. Visualize Ideas & Create Conceptual Frameworks
Napkin AI
Transforms notes and text into professional diagrams and visual frameworks.
π Napkin AI
Whimsical
Create concept maps, curriculum maps, flowcharts, and learning progressions.
π Whimsical
Miro AI
Collaborative whiteboarding and design thinking.
π Miro
FigJam AI
Interactive collaborative brainstorming and workshop planning.
π https://www.figma.com/figjam
Lucidchart AI
Generate diagrams, systems models, and process maps.
π Lucidchart
3. Design Courses, Lessons & Learning Experiences
ChatGPT
Excellent for lesson design, rubrics, differentiation, and discussion prompts.
π ChatGPT
Microsoft Copilot
Integrated productivity tool for lesson planning, assessment design, and document creation.
π Microsoft Copilot
Claude
Particularly strong for long documents, curriculum design, and literature synthesis.
π Claude
MagicSchool AI
Comprehensive suite of educator-focused tools.
π MagicSchool
Eduaide.ai
Lesson planning, assessment development, differentiation, and feedback.
π Eduaide
Brisk Teaching
AI directly embedded in Google Docs, Slides, and websites.
π Brisk Teaching
Diffit
Adapt readings for multiple grade levels and learner needs.
π Diffit
4. Create Presentations & Learning Materials
Gamma
Turn outlines and prompts into presentations, reports, and websites.
π Gamma
Canva Magic Studio
Create slides, infographics, videos, and visual learning resources.
π Canva AI
Beautiful.ai
Automated slide design and visual presentation development.
π Beautiful.ai
Tome
AI-powered storytelling and presentation creation.
π Tome
Prezi AI
Dynamic presentation and visual storytelling platform.
π Prezi
5. Design Assessments & Feedback
Khanmigo
Socratic questioning and tutoring support.
π https://www.khanacademy.org/khan-labs
QuestionWell
Generate quizzes and discussion questions.
π QuestionWell
Formative AI
Create assessments and provide formative feedback.
π https://goformative.com
Class Companion
AI-supported student feedback and writing review.
π Class Companion
6. Create Multimedia & Learning Objects
Synthesia
Generate instructional videos with AI avatars.
π Synthesia
Pika
Create short educational videos from prompts.
π Pika
Adobe Express AI
Create graphics, videos, animations, and classroom materials.
π Adobe Express
Descript
Video editing, podcasting, transcription, and captioning.
Research β Synthesize β Visualize β Design β Create β Assess β Reflect
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