Beta Tester Life
Practical thinking for work, technology and change.
Notes from the engine room on AI adoption, leadership, learning, culture and the human side of change.
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Seeing the Full Story Isn’t a Data Problem. It’s an Empathy Problem.
More data rarely tells you who you’re not reaching. Empathy and humility do — and they’re the precondition for the ladder of inference, not an alternative to it.
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Token Spend Is Not a Cost to Cut. It Is a Portfolio to Manage.
Cutting the AI bill misses the point. The organisations getting value from AI treat token spend as a portfolio to allocate, diversify and rebalance.
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Not Everyone Needs to Learn Everything
Not everyone needs the same depth of technical knowledge. A practical framework for deciding who needs deep capability, broad literacy or permission to wait.
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The Argument Isn’t About Facts. It’s About the Ladder.
Two people can sit through the same meeting and walk out with completely different conclusions — not because one of them is lying, but because they climbed different ladders to get there.
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Self-Awareness Is Not Introspection. It Is System Monitoring.
Self-awareness is often sold as a private act: sit quietly, look inward, know yourself. That is useful, but too small. In real decisions, self-awareness works more like system monitoring: it helps people and teams detect stress, bias, uncertainty and drift before a decision hardens. The problem hiding in plain sight We like to treat decisions…
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The Learning Triage: How to Decide What to Learn Next
You will never be current again — a four-question triage for deciding what deserves your finite learning attention, and what you can safely stay behind on. Somewhere on my laptop is a folder of saved tutorials I will never open. I add to it most weeks. The saving feels like progress — a small deposit…
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The AI Creative Process: Why AI Should Enter Twice
The best AI Creative Process partnership with AI is not constant collaboration: use it to widen the field, protect the human middle, then bring it back to strengthen what you have made. Most people use AI as if it should remain beside them throughout the whole creative process. They open a chatbot when the task…
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Human Magic: Leading with Wisdom in an Age of Algorithms
The 1% Book Shelf — Human Magic by Johan Roos (Routledge, 2026). Most technology shifts changed how we work. This one changes who decides. For decades the deal was simple: the tool helped, you chose. AI quietly rewrites that contract. Instead of using a system to inform a decision, we increasingly invite a system to…
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ikigai book review by Héctor García & Francesc Miralles
📖 Read or skip? ikigai book review Skim it — and ignore the four-circle diagram that made it famous, because that diagram isn’t in the book. There’s one idea here worth keeping, which is exactly what this shelf is for. Why this book, why now You already know this book even if you’ve never opened…
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Intent Is Not Inspiration. It Is Infrastructure.
The leaders who scale are not the ones who make the most decisions — they are the ones who make their intent clear enough that other people can decide without them.
