Education and learning
Teaching, understanding, inclusion and the conditions that support learning.
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- AI and society — How AI changes learning, work, inquiry and social life.
- Autopoietic ecology — AE concepts and their use across the research programme.
- Education and learning — Teaching, understanding, assessment and inclusion.
- Ethics and governance — Responsibility, fairness, power and accountable decisions.
- Philosophy and consciousness — Mind, experience, process philosophy and systems thinking.
- Knowledge and research — Inquiry, evidence, research practice and knowledge production.
- Organisations and change — Institutions, working practices and lasting change.
- Health, care and wellbeing — Mental health, neurodiversity, care and relationships.
- Political economy and inequality — Work, finance, resources and the distribution of burdens.
- Environment and sustainability — Material dependencies, sustainable practice, repair and reuse.
- Cities and public life — Housing, public space, communities and civic participation.
Understanding the review labels
Research paper reviews discuss studies and theoretical or methodological papers. Book reviews cover books and edited collections. Essay and report reviews engage public scholarship. Essays and explainers develop EdgeLab’s own arguments and research reflections.
Preliminary reading means access to the source was limited. Preprint identifies a manuscript discussed before its peer-reviewed publication was established. Each article explains its source, evidence and limitations; a format category is not a peer-review claim.
Research posts: Education and learning
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Feeling able is not the same as solving the problem
A Ghanaian study links perceived teacher support, self-efficacy and students’ confidence in probability problem-solving. An AE reading asks how support becomes durable mathematical capacity.
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Who has to do the work of making research greener?
Tags: Autopoietic Ecology · Education and learning · Environment and sustainability · Knowledge and research · Organisations and change · ReviewsA peer-reviewed workshop paper offers sustainability advocates practical training. An AE reading asks what changes when skills meet institutional authority—and who carries the work.
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When AI helps with the answer, who gets the practice?
Tags: AI and society · Autopoietic Ecology · Education and learning · Mathematics education · Meaning mediation · Preprint · ReviewsA new experiment asks whether feedback about AI use can protect opportunities to practise. An EdgeLab review considers its promising immediate results, statistical uncertainty and implications for learning.
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What makes AI ethical? Reading Larry Medsker’s AI and Ethics Handbook
Tags: AI and society · Autopoietic Ecology · Education and learning · Ethics and governance · Organisations and change · Preliminary reading · ReviewsA preliminary review of Larry Medsker’s AI and Ethics Handbook, exploring critical AI literacy, governance and social justice through an autopoietic ecology perspective.
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Beyond Correct Answers: AI, Classroom Interaction, and Inclusion in Mathematics
Tags: AI and society · Autopoietic Ecology · Education and learning · Mathematics education · Meaning mediationA correct AI answer is only part of learning. This post explores how students understand and use AI explanations in mathematics, and whose needs may be missed.
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Reading UNESCO’s AI Futures Through Autopoietic Ecology
Tags: AI and society · Autopoietic Ecology · Education and learning · Ethics and governance · ReviewsArchive: a September 2025 reflection on UNESCO’s AI futures work through an earlier version of AE. Read the current AE overview for the latest framework.
