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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From Operators to Orchestrators — The Infrastructure-Value Gap Is Now Visible
📊 Read or skip? Read. If you are still measuring success in uptime, velocity, or tickets closed — you are likely missing where value is actually created. Why this, why now A Deloitte 2026 study puts hard numbers behind something many teams are already feeling: This is not a tooling issue.It is not a talent…
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PI Planning Is Not The Problem. Pretending It Removes Complexity Is.
PI planning can align teams, surface dependencies, and force useful conversations. But it only works when treated as a learning mechanism, not a quarterly delivery contract.
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The 1% Bookshelf #01 — Unreasonable Hospitality by Will Guidara
📖 Read or skip? Read. If you lead a team, build a brand, or care how people feel after they’ve left the room — read it twice. Why this book, why now Will Guidara took a tired, two-star New York restaurant called Eleven Madison Park and turned it into the World’s Best Restaurant. Not by…
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Boeing, AI, and the Accountability Model You Haven’t Upgraded Yet
MIT Sloan’s ‘narrative responsibility’ framework uses Boeing’s decade of safety failures to expose why the 1980s accountability playbook is structurally broken in a 2026 AI-enabled organisation — and what to do about it.
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Book Review – Lead with AI Stay Human.
Lead With AI Stay Human Is A Book About The Leadership Identity Crisis How Modern Leaders Orchestrate Enterprise Value by Peter Whealy AI has a way of turning familiar leadership advice into something more uncomfortable. For years, leaders were told to be decisive, informed, expert, resilient, and close enough to the work to know what…
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Worker-Positive AI: Why Skills, Not Job Titles, Decide Who Wins the Next Five Years
AI is not erasing UK jobs — it is reorganising them, worker-positive AI. Here is the evidence-led case for skills-based work, with named studies and a practical playbook. The doomsday story about AI and jobs keeps missing the point. Work is not disappearing. It is being reorganised. And the organisations that win the next five…
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The 80% Problem: Why Your Brain Is Outsourcing Its Judgement to AI
Cognitive surrender AI decision-making – Eight in ten people accept a wrong answer from an AI without questioning it. Not occasionally. Not when tired or distracted. Consistently, across standardised tests, even when the error is one they would have caught on their own. That is the headline finding from a University of Pennsylvania study published…
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NIST’s Trustworthy in AI Critical Infrastructure
On April 7, 2026, NIST released a concept note for an AI RMF Profile on Trustworthy AI Critical Infrastructure. I’ve read the note. I’ve read the coverage. I’ve read the predecessor guidance from CISA and DHS. And I keep coming back to the same conclusion. This isn’t a new framework. It’s the opening page of…
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The Science of Happiness: What Actually Works
Four brain chemicals drive happiness — dopamine, serotonin, oxytocin, endorphins. Here’s what the 2025 WHO and Stanford research actually says works.
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The Entry-Level Collapse: What Happens When AI Eats Year One
AI is not just cutting entry-level roles. It is cutting the apprenticeship system that produces the seniors you will need in 2030. Four practical moves to protect the pipeline before the gap shows up in delivery.
