Gen AI Skills Continuum

RMIT's generative AI framework for educators – a practical guide to building skills and confidence using AI in teaching.

The Gen AI Skills Continuum is an interactive framework that maps the skills educators and students need to use AI effectively and ethically – from first steps to leading practice. It helps you:

  • learn flexible skills relevant to all areas of teaching and learning
  • talk about AI capability using a shared language across courses and programs
  • build your competence and confidence in using AI in your practice.

How the framework is structured

The Continuum breaks down the learning journey into three stages

Introducing

Build awareness and begin exploring AI. You learn to use basic functions, understand key ethical issues, and try simple AI-supported tasks.

Reinforcing

Refine how you use AI. You adapt AI to different contexts, critically evaluate outputs, and contribute to conversations about responsible use.

Mastering

Co-create with AI and lead others. You personalise learning experiences, integrate AI into workflows and teams, and engage with the broader societal and ethical implications of AI.

Skills for each competency

Introducing

Build awareness and begin exploring generative AI. You learn to use basic functions, understand key ethical issues, and try simple AI-supported tasks.

Awareness and exploration

  • Use the basic functionality of AI tools and their features, such as chat history, editing outputs, and export functions.
  • Use simple prompts to generate text, images or summaries.
  • Understand the ethical considerations and potential bias of AI tools.
  • Identify when and how AI use must be acknowledged (e.g., in assessments, teamwork).
     

Application

  • Take responsibility for AI-generated outputs and identify when human judgment is needed to validate them.
  • Recognise the strengths and limits of AI outputs (accuracy, currency, hallucinations).
  • Use AI to draft simple communication and brainstorm ideas.

Reinforcing

Refine how you use AI. You adapt AI to different contexts, critically evaluate outputs, and contribute to conversations about responsible use.

Adaptation

  • Utilise AI to enhance your ability to analyse data to provide insights and interpretations.
  • Refine and iterate prompts to improve clarity, style, or depth of output, and provide discipline-specific context for more relevant results.
  • Create multimodal outputs (infographics, scripts, visuals) and apply AI across different platforms (text, visuals, coding, analytics).
  • Critically engage with AI tools and output, evaluating accuracy, usability, and ethics, and assessing outputs against authoritative sources. 
  • Recognise and challenge uncritical AI use.
  • Contribute to the discussion on ethical AI use, and articulate and share ethical approaches to using GenAI.

Mastering

Co-create with AI and lead others. You personalise learning experiences, integrate AI into workflows and teams, and engage with the broader societal and ethical implications of AI.

Co-creation

 

  • Use AI to personalise learning, and leverage AI to create and adjust learning experiences tailored to individual goals and needs.
  • Customise, create and train AI personas, prompts, and agents that are responsive to learning needs. 
  • Identify when AI enhances or undermines learning.
  • Adapt process to include other tools and peers, and work with peers to co-design prompts, balancing human and AI contributions.
  • Use multiple tools and integrate outputs to build connected digital workflows.  
  • Maintain human oversight when using AI.
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    Leadership

    • Lead projects and teams in utilising AI, applying it responsibly, and communicating rationale. 
    • Lead projects using AI for prototyping, design, and testing.
    • Explain AI processes and decisions clearly to non-expert audiences.
    • Analyse the societal, cultural, and ethical implications of GenAI in professional practice, and critically engage with the broader discourse around AI.

    Three ways to apply the framework

    The framework is designed to be useful at every level — whether you're an individual, part of a teaching team, or thinking about your whole program.

    As an individual

    Reflect on where you are now, set learning goals, and track your development over time.

    As an educator or course team

    Identify the AI skills embedded in your curriculum, scaffold activities to build those skills, and make expectations explicit for students.

    At a program level

    Sequence AI skill development from introductory through to mastering, ensure consistency across courses, and embed AI capability into your graduate attributes.

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    The framework in action

    Discussions about AI-proofing assessment tasks have been a mainstay in education since ChatGPT dropped into our lives and classrooms, ranging from debating rubric wording to redesigning tasks and trying to stay one step ahead of the tools our students are already using.

    Gen AI Skills Continuum: the interactive tool

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    Explore the Continuum

    Discover the Gen AI Skills Continuum – an interactive tool for developing educator capabilities with generative AI.

    To make the framework as accessible and useful as possible, the Gen AI Skills Continuum is available as an interactive web-based tool; built for educators to explore at their own pace, in their own time.

    The tool lets you move through the continuum in a way that makes sense for you. Rather than reading a static document, you can browse by stage, explore specific competencies, and dig into the skills that are most relevant to where you are right now.

    For each skill, you'll find:

    • Resources — curated content to build your understanding
    • Teacher guides — practical support for applying the skill in your teaching context
    • Prompts — ready-to-use AI prompts to help you get started with confidence

    Whether you're exploring generative AI for the first time or looking to extend what you're already doing, the tool meets you where you are and gives you what you need to take the next step.


    Contribute to the Gen AI Skills Continuum

    The Gen AI Skills Continuum is a shared language for AI capability in education — and we're building it together. We'd love to connect with educators, researchers and innovators across RMIT and beyond to grow a living library of practice. Share your case studies, mapped activities, discipline exemplars and resources. Every contribution helps shape it.

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    Acknowledgement of Country

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