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Michael MacLennan

Edinburgh
Michael MacLennan
How to Give AI a Memory: A Practical Guide for Comms Teams

Guides

How to Give AI a Memory: A Practical Guide for Comms Teams

A lot of AI output feels generic, and one reason is that the model has no idea what your organisation has already said, approved or decided. Here is where a durable memory can live, ten practices that keep it trustworthy, and three things you can do today.

08 Sep 2026
Lessons from OpenAI's Hugging Face 'break-in': Why Orchestration Is Your Next Must-Have Comms AI Skill

Experiments & Applied Learning

Lessons from OpenAI's Hugging Face 'break-in': Why Orchestration Is Your Next Must-Have Comms AI Skill

Hundreds of AI agents attacked Hugging Face without once asking a human for help. Ethan Mollick's response points at a future that needs exactly the skills comms people already have.

03 Sep 2026
Five layers of AI tooling, and the comms job each one is for

Guides

Five layers of AI tooling, and the comms job each one is for

The problem is not that comms professionals are using AI badly. It is that most of them are using one layer of it and assuming that is all there is.

18 Aug 2026
The Structural Clock: Elif Güvençer on What Communications Must Become in the Age of AI

Leader Interviews

The Structural Clock: Elif Güvençer on What Communications Must Become in the Age of AI

What is the communications function now for, and will communicators rebuild it before the answer is decided for them?

27 Jul 2026
Why is AI losing the communications and PR war?

Why is AI losing the communications and PR war?

AI's leading voices are losing the communications war because they are fighting a publicity war instead. They are spending on the message and neglecting the fundamentals.

20 Jul 2026
The 20 roadblocks between comms and useful AI – and what to do about them

The 20 roadblocks between comms and useful AI – and what to do about them

Ask a room of communications professionals what stops them getting value from AI and you tend to hear the same one or two answers: it makes things up, or the lawyers will not allow it. Both are real. Neither is the whole picture.

07 Jul 2026
One Year of Applied / Comms With AI: What We Learned, What Changed, Where We Are Now

Newsletter

One Year of Applied / Comms With AI: What We Learned, What Changed, Where We Are Now

A little over a year ago, I began the Applied / Comms With AI newsletter began with a simple promise: to experiment, fail, learn, and share everything along the way. Twelve months, two dozen-plus experiments, tool tests and practitioner interviews later – as well as a couple of recent awards wins

29 Jun 2026
Comms With AI: How I Built an Award-Winning AI Communications Tool in 3 Months (and What I Got Wrong)

Comms With AI: How I Built an Award-Winning AI Communications Tool in 3 Months (and What I Got Wrong)

Three months ago I documented building Comms With AI with Claude Code. On 18 June it won Gold at the inaugural AI Comms Awards, and I was named AI Communications Leader of the Year.

22 Jun 2026
The Pilot Trap: Comms With AI in the Transform Phase

AI Agents Series

The Pilot Trap: Comms With AI in the Transform Phase

Most AI initiatives in communications do not fail because the tools fail. They fade because nobody owned the change. This final article in the series is about the difference between a clever pilot and a capability that lasts.

16 Jun 2026
The Lag Problem: Comms With AI in the Monitor Phase

AI Agents Series

The Lag Problem: Comms With AI in the Monitor Phase

Most monitoring tells comms teams what happened after the moment to act has passed. The Monitor phase asks a sharper question: how quickly can your team detect, interpret and respond to what is happening now?

10 Jun 2026
The Honesty Gap: Ben Verinder on AI, PR and Trust

Leader Interviews

The Honesty Gap: Ben Verinder on AI, PR and Trust

Ben Verinder has researched AI in public relations for eight years. In this Applied Comms AI Leader Interview, he explains why the policy gap everyone talks about sits on top of a deeper one: an honesty gap between teams, agencies and the people they serve.

02 Jun 2026
The Cost of a Miss: Comms With AI in the Govern Phase

AI Agents Series

The Cost of a Miss: Comms With AI in the Govern Phase

Every efficiency gain in the Create phase lands as a workload increase in Govern. More content, produced faster, still has to be checked, approved, and stood behind. This article is about the phase where AI created the problem before it offers any of the solution.

27 May 2026
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