Writing
How judgement, systems, and ownership make technology useful in real work.
Generative AI is a powerful tool. I openly use it to conduct research, challenge my thinking, generate drafts, and review my work. AI never owns what I think, or my personal judgement. Everything I publish is a reflection of my own thoughts and opinions.
Series
Topics
Interview Questions 9 min read
An interview-style essay arguing that moving beyond siloed reporting depends on governed data engineering foundations, decision-makers with authority to act, and reusable data products that enable earlier intervention.
Working With AI 7 min read
A practical essay on why dependable AI autonomy needs explicit operating controls for authority, release, evidence, recovery, identity, and ownership.
Working With AI 8 min read
A practical essay on why good AI systems should remove wasteful effort while preserving the friction that keeps human attention, learning, challenge, and judgement engaged.
Interview Questions 7 min read
An interview-style essay on what a good Digital Teammate should and should not do: support thinking and execution without replacing human judgement, accountability, or authorship.
Working With AI 6 min read
A practical essay on why human oversight only works when the person has a defined decision, usable evidence, authority to intervene, and a feedback route.
Interview Questions 13 min read
An interview-style essay on how data platforms become strategically important when trusted, reusable, well-governed data changes organisational decisions, self-service, and AI capability.
Working With AI 10 min read
A practical argument that dependable AI collaborators need to challenge assumptions, expose uncertainty, abstain when evidence is weak, and stop when work is complete.
Interview Questions 7 min read
An interview-style essay arguing that AI makes data engineers more important by shifting the role toward trusted data foundations, orchestration, validation, architecture, and stewardship.
Data Foundations 10 min read
A systems essay arguing that data quality only improves when visible defects have a route to ownership, decision authority, and operational follow-through.
Interview Questions 10 min read
An interview-style essay arguing that responsible AI strategy starts with organisational purpose, foundations, governance, and operating model rather than product selection.
Working With AI 8 min read
A practical argument that as AI makes execution cheaper, human judgment around specification, evaluation, and accountability becomes the scarcer determinant of real productivity.
Interview Questions 7 min read
A first interview-style reflection on pushing local models, keeping control, and learning where local and frontier systems each make sense.
Working With AI 12 min read
A practical guide to writing clearer prompts for generative AI, with an emphasis on context, constraints, and usable outputs.