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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Physical AI Isn’t a Shortlist. It’s a Sequence.
Read or skip? For enterprise architects and delivery leads deciding where physical AI lands first. If you’re tempted to pilot whatever sits at the top of Deloitte’s chart, read on — the ranking and the deployment order are not the same list. If you’ve already mapped your physical-AI work as a dependency graph, you can…
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AI Coding Assistants May Be Creating the Next Technical Debt Crisis
AI-generated code may improve short-term velocity while quietly increasing long-term maintenance complexity, readability problems, and hidden operational fragility.
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AI May Make Work Feel Faster Without Making It Faster
AI can cut the effort a task takes without cutting the time it takes — and that gap quietly distorts how we judge productivity.
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When Networks Become Players
A Beta Tester Life review of Sungwook Kim’s Game Theory for Intelligent Network Control Paradigm, and why autonomous infrastructure needs incentive design.
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The Next Workplace Conflict Is Not Human vs AI
The real workplace divide forming under AI is not between people and machines. It is between the people who are managed by algorithms and the people who manage them.
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Hyperadaptive Is a Blueprint for Rewiring the Enterprise Around AI
A Beta Tester Life review of Melissa M. Reeve’s Hyperadaptive, exploring AI-native operating models, enterprise rewiring, and adaptive leadership.
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AI Coding Has Moved the Bottleneck From Creation to Verification
AI coding assistants speed up creation, but the real engineering bottleneck is now review, correction, testing, and trust.
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Supercommunicators Is A Leadership Book About Alignment, Not Charisma
A Beta Tester Life review of Charles Duhigg’s Supercommunicators, exploring leadership, AI adoption, trust, and conversation alignment.
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How To Not Know Is A Leadership Book For The Age Of False Certainty
A practical Beta Tester Life review of Simone Stolzoff’s How to Not Know, and why uncertainty tolerance is becoming a core AI leadership skill.
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Human-Centred Change Is Not Soft. It Is Disciplined.
Human-centred change is often misunderstood as slow, emotional, or permissive. In reality, it is one of the more disciplined forms of transformation because it measures whether people can actually absorb, practise, and sustain the change. The problem hiding in plain sight Most transformation programmes are still designed around activity. On paper, the change appears to…
