What must remain ours?
What a company must own when machines can do the rest
What a company must own when machines can do the rest
Three questions · three published essays
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The Keep · Ownership
What a company must own when machines can do the rest
Read The Keep ↗Inside this article
Building Trust in AI:A Local-First Approach · Evidence
Understanding how AI workflows work to build confidence in their decisions. Because real trust comes from transparency, not blind faith.
Read Building Trust in AI:A Local-First Approach ↗Inside this article
Time to look beyond screens · Experience
There is a widespread view that technology needs to integrate seamlessly into natural human environment. It needs to augment and enhance our everyday experiences, which are very organic in nature. Usage of Screens should not be-all end-all for all digital experiences.
Read Time to look beyond screens ↗Inside this article
THE PUBLISHED RECORD · 2014—NOW
What a company must own when machines can do the rest “The question is not what the machine can attain. It is what we can keep.” Common Wealth, 2026 The…
Five things I read at primary this month on how AI work gets checked and approved. Unconnected sources, one finding, and it turns out to be a number rather than…
Building Trust in AI Part 7 of 9 January 2026 15 min read Continuous Learning: AI That Gets Smarter How AI systems can learn from every interaction without expensive retraining.…
Building Trust in AI Part 4 of 9 December 2025 12 min read Responsible AI: Explainability You Can Actually See When AI makes decisions that affect people, “it’s a black…
Building Trust in AI Part 3 of 9 December 2025 18 min read Guardrails & Evaluation: Safety You Can See Content filtering and quality assessment – two sides of the…
Building Trust in AI Part 1 of 9 December 2025 12 min read Intelligent Routing: The Entry Point to Trust Understanding how AI systems select models is the first step…
Connections · curated ideas
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12 AUGUST 2015
Technology should recede into ordinary human context—not make the screen the beginning and end of every experience.
THE QUESTION RETURNS
Interfaces can now respond to intent, compose themselves and move beyond fixed workflows.
The technology changed. The human-centred test did not.
ONE PERSON · THREE PUBLIC SURFACES