Series
I Had a Rabbi
Lessons from AI projects in the field — told not as case studies, but as conversations. The kind that stay with you.
The Machine That Knows
I went to see the Rabbi because the machine had begun to answer questions I did not remember asking. What happens to human judgment when a machine answers every question?
LLMs in Industrial Settings: What the Benchmarks Don't Tell You
Moving beyond toy demos — the real challenges of deploying large language models inside manufacturing and energy pipelines.
MLOps Lessons From £7M of Funded Projects
The infrastructure, processes, and hard-won practices behind keeping ML models alive and useful across multi-year R&D programmes.
When Computer Vision Meets Welding: A Practitioner's Notes
Building robust vision systems for non-destructive testing — lessons from the shop floor that you won't find in any paper.
Advising Microsoft and Meta on AI: What I Learned
The recurring patterns and common pitfalls I see when helping large organisations translate AI ambitions into deployed systems.
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