The EdgeLab blog
Critical reviews and essays on education and AI, collective agency and institutional change, and the ideas and tools of autopoietic ecology (AE). Selected writing across science, public life and culture develops these questions through wider inquiry.
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What you will find here
- News and features: source-linked accounts of significant developments, with analysis separated from reported facts.
- Worldview: periodic essays connecting developments across fields; the date identifies the edition, rather than a guaranteed publishing interval.
- Research and Scholarship: critical reviews, conceptual essays and explainers. Co-authorship and relevant interests are disclosed when EdgeLab discusses its own research.
- Research updates by email: a selected digest linking readers to writing across the site, sent when a worthwhile selection is ready. Earlier editions are archived as EdgeLab Daily.
Illustrative scenarios, proposed studies and established findings are identified separately. Read how our reviews work.
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Maths, physics and engineering reviews · How our reviews work
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Worldview
Connections across major global events: who can act, what supports change and who bears the costs.
Research and Scholarship
Critical research and book reviews, conceptual essays and explainers. Browse by subject and article format, including maths, physics and engineering.
EdgeLab updates
Announcements, projects, events and collaborations from EdgeLab.
News and features
Source-linked features on significant developments. Publication frequency varies by section; each has its own archive.
Environment and science
- Environment News — Climate, nature, energy, water and environmental decisions.
- Science News — Discoveries across the sciences and what the evidence shows.
Society, technology and policy
- Education News — Learning, teaching, schools and universities.
- AI News — AI developments and their effects on people and knowledge.
- UK Policy and Politics — Decisions, public debate and everyday consequences.
- Economics — Work, prices, resources and inequality.
Health and wellbeing
- Mental Health — Research, experiences, relationships and care.
- Health — Public health, healthcare and the conditions of wellbeing.
Culture and history
- Art and Culture — Art, literature, music, film and cultural life.
- History — Stories, evidence and debates about the past.
Browse topics across all sections
Topic links connect news, features and research on the same subject.
- AI and society
- Autopoietic Ecology
- Cities and public life
- Education and learning
- Environment and sustainability
- Ethics and governance
- Health, care and wellbeing
- Knowledge and research
- Mathematics education
- Meaning mediation
- Organisations and change
- Philosophy and consciousness
- Political economy and inequality
- Teaching
- Technology
Latest articles
Browse recent news and features alongside the latest research writing.
News and features
AI News: Three tests for the humanoid-robot boom
Section: AI NewsHumanoid robot sales are a starting point, not proof of useful deployment. Three practical tests ask what works, who supports it and what improves over time.
Education News: The missing journey from apprenticeship offer to skilled work
Section: Education NewsAn apprenticeship needs more than a vacancy. England’s latest debate raises questions about the transport, teaching and support that turn an offer into a future.
AI in schools: who decides when it is ready?
Contrasting school responses, a Hong Kong classroom study and Microsoft’s draft commitments raise a practical question: who decides when educational AI is ready?
AE Worldview: Japan’s storm warnings, Australia’s care future and the power to act
Section: WorldviewStorm warnings in Japan, Australian population projections, Berlin’s election and the Haiti prosecution raise different questions about who can act and what makes action possible.
Research and reviews
From information processing to information generation
Zhensong Wang’s attempt to rethink what information is
Teachers need room to adapt, as well as tools to adopt
A review of Cui and colleagues on AI anxiety, job crafting and organisational support asks who has room to change teaching work—and who must absorb the costs of adaptation.
What is a group deciding when it decides how to use AI?
Chen and Zou’s study shows why more AI use, less use and unchanged practice can reflect different forms of group agency. The harder question is how a group distributes judgement, risk and responsibility.
When an AI interpretation becomes authoritative
How does an AI interpretation gain influence, become a record and shape what happens next? Five recent publications connect Autopoietic Ecology with teaching, writing and the practical work of correction.
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