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Automation and duty of care

AI Makes Tasks Cheaper. It Does Not Make Care Cheaper. Benedict Evans’ 2026 AI Eats the World keynote offers a useful lens for health and care work. AI may help with tasks: summarizing records, drafting notes, searching guidance, preparing referrals, or...

AI acceleration in business

The operating system of business is being rewritten according to a recent article in Business Insider: PwC (PricewaterhouseCoopers) is a multinational professional services network headquartered in London, England. As one of the prestigious “Big Four”...

Who governs the classroom workflow

Who Governs the Classroom Workflow? According to Khan Academy recent blogs and recent demo, Khan Academy Khanmigo is moving from a side chatbot toward embedded classroom infrastructure. That makes oversight, equity, data use, and teacher judgment more important, not...

How soft support moves into the care stack

How soft support moves into the care stack These cases are not the same. Reiki is a private wellness claim. Green social prescribing is a formal public-service pathway. New Mexico’s health-cost work is legislative and infrastructural. But read together, they show a...

A-I as collaborative Partner

AI as a Collaborative Partner: Signal or System Shift? AI is starting to shift from a tool we use to a partner we think with.  This post was drafted with the assistance of GPT. A small but growing body of research shows people using AI not just for answers, but for...