Ronan McDonnell

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Aug 29, 2026

Tasks are easier than Plans

AI is very good at tasks and not so good at plans. The difference is continuity, and it turns out nothing carries that forward unless you build it yourself, to your context.

Jul 7, 2026

AI Can’t Connect Dots That Don’t Exist

AI won’t transform areas like healthcare simply because the models become more capable. Its real potential depends on something far less glamorous: connected data, secure infrastructure and engineering systems that make AI worthy of our trust.

Jun 5, 2026

We’re Measuring Activity, Not Outcomes with AI

AI has enormous potential, but adding it everywhere is not the same as making work better. The useful question is not whether AI was involved, or how much it produced, but whether it helped make better decision, a faster delivery, a clearer plan, or a measurable change in how work gets done.

Jun 4, 2026

Research Publications

A list of all my publications, as a (co-)author. It will also give you a feeling for the types of research projects I worked on.

Jan 31, 2026

All models are imperfect, but some are useful

Every model/approach to any problem you choose will have limitations. That’s unavoidable. The mistake is thinking you can design your way around that upfront. You can’t. The only real choice is which problems you want to have.

Oct 22, 2025

How I Work Across Multiple Projects Without Burning Out

Managing multiple projects without burning out? It’s possible - but only with the right systems. Here’s how I use Notion, AI, themed workdays, and systems to stay focused, protect my energy, and actually enjoy the process (most of the time!)

Oct 6, 2025

Platform55

A description of my work with Platform55, a HR platform transforming how organisations support today’s family at work, supporting individuals to balance their career with family life.