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Activate learning
Ability for diverse participants to efficiently and effectively learn relevant information, such that they can actively apply their learnings in the process.
How this is performed now...
- Process organizers Process organizers provide information and learning activities to bring participants up to speed on the topic.
- Citizens' assembly organizers Citizens’ assemblies organizers rely on building understanding through a ‘learning journey’ (multiple rounds of informing-questioning-answering) where participants engage with pre-written materials, speakers, Q&A responses, and experiences to build group understanding. Some of this is done individually (async), some is done in group environments.
- Collective dialogue organizers Collective dialogues can have a short introductory module with subject matter fundamentals to quickly ground participants in the details. These short dialogues are interactive and allow participants to learn from one another as well as read background information.
Related Resources
Experimental Practice
Leveraged Play
Games that build intuition, such as Leveraged Play
Research
AI Agents and Education: Simulated Practice at Scale
AI agents for learning
Research
Revisiting "The Voice of the People": An Evaluation of the Claims and Consequences of Deliberative Polling
Limits of expert-led brief packs (albeit focused on deliberative polling)
Research
Better than my professor? How to develop artificial intelligence tools for higher education
Research examining how AI chatbots can improve distance learning in universities by providing immediate feedback, aligning responses with course progression, and preventing conceptual misunderstandings. The authors argue truly groundbreaking AI should do more than respond more quickly than humans...
Research
Building an AI Reflection Agent for Policy Deliberation
LLMs for self-reflection on policy issues
Related Product gaps
Context Mapper
Urgent AI/ML
Tool automatically generates comprehensive context analysis, process planning inputs, and accessible participant briefing materials with visual aids by processing uploaded information (PDFs, transcripts, emails, recordings) and conducting interviews with stakeholders.
Multimodal Tailored Learning Support
Urgent
Tool that helps participants understand context and information for deliberative processes through multiple formats (text, audio, video, VR, games), adapting to individual learning styles and measuring understanding non-intrusively.
Related goals and research questions
Goal: Participants who learn as much as possible in the time available.
What are the best methods for efficiently educating people?
Urgent
How can we design adaptive learning systems that provide personalized learning programs?
Urgent
How can individual learning be mediated through group learning to lift all boats?
Urgent
How can AI systems translate, generate and integrate learning materials into diverse formats (text, audio, visual, etc)?
Urgent
How can individual learning agents identify and pair learning partners for defined objectives (idea crosspollination, depolarization, information gaps)?
Urgent