đ WWW
There are a lot of links out to different parts of the web on this site. I try to mark them all so they get listed here.
đ Engagement Platforms as Coherence Infrastructure

A slight restructure of this post - and so a reissue.
Engagement Platforms as Coherence Infrastructure
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In yesterdayâs newsletter I wrote âcoherence is the new moatâ and that you arrive at coherence through careful and repeated Structured Thought. But knowing that isnât the same as building it. Today I want to talk about where you actually begin. Not with tools. Not with software. With thinking.

Hereâs what nobody wants to hear: the moment you start to operationalise âcoherenceâ, you discover how much of your understanding lives only in your head.
My friend and erstwhile colleague John Caswell - whoâs been thinking about this longer than most - commented on yesterdayâs post here - to paraphrase
Coherence is a practice, and requires something unexpected: analogue work before digital infrastructure. Digital makes it too easy to skip the hard part, which is thinking before execution. You cannot give AI a mental model you haven't articulated, and real articulation happens when humans slow down and make that thinking explicit.
We spent âThe Age of Reasonâ waxing lyrical over âproductivityâ and âefficiencyâ. Thatâs changing now. In âThe Age of Experienceâ, Systems of Record are making way for Systems of Engagement. And it all starts not with another app on top of your stack. It's a totally new way of thinking about your business. Here's what actually happens when you operationalise coherence.
Structured Thought, made operational, is the moat. Not because itâs faster. Not because itâs cheaper. But because itâs the only way to scale without losing your mind.
An engagement platform is the infrastructure that makes this possible. Itâs where your operating model lives along with your decision logs and your strategic context. When youâve done the thinking work and made your understanding explicit, the platform holds it, makes it available to your team, and lets your AI tools access your actual reasoning instead of guessing from generic training.
Your team can ask âŠ
âwhy did we decide that?â
⊠and get a real answer grounded in your model, not a guess filtered through email chains. New employees donât have to reverse-engineer your thinking. AI doesnât get to amplify fragmentation. Yes, I hear you say âŠ
"We're already giving everyone AI tools. That'll solve this."
Sorry. That's hoping coherence emerges. It won't.
Engagement platforms amplify whatever thinking youâve put into them. If the thinking is clear and explicit, they amplify coherence. If itâs fuzzy and fragmented, they amplify fragmentation - but at scale. Everyone having AI tools doesnât create coherence. It accelerates fragmentation.
This is why you start with Structured Thought. To make your understanding explicit.
So What Now?
If youâre serious about this, the best place to start is where you already are. You have an operating model - it lives in your head and in the decisions youâve made. You have constraints, a thesis for why your approach works, a voice thatâs distinctly yours. The work isnât creating something new. Itâs making what you already know explicit.
Start here. Three questions. Honest answers only please.
Can you articulate your operating model? The actual model - not the version you talk about. In one page? If not, itâs too fuzzy to scale.
Can you hand that model to someone new and have them make decisions that align with your intent? If not, you donât have structure. Yet.
Can your AI tools access that logic? Not just your prompts, but your actual reasoning? If not, AI will amplify your fragmentation.
If the answer to all three is ânoâ - you are in âgoodâ company but it is also why those same good companies fragment as they grow.
And that right there is the opportunity. The ones that win arenât the fastest or the biggest. Theyâre the ones who stop and get this right first.
Structured Thought isnât a methodology. Itâs the work of making your mind legible - to your team, your systems and most importantly yourself.
Everything else follows.

If you reached this far and want to talk more - I certainly do.
Letâs set up some time to explore how Structured Thought can be used to help your business transition into the âAge of Experienceâ. Letâs book some time.
More context? Some links for you1
John Philpin: The Age of Reason and The Age of Experience
Paolo Valdemarin: đ AI as a communication tool
Ben Thompson: đ Microsoft and Software Survival
Joan Westenberg : đ The Coherence Premium
Om Malik : đ The Announcement Economy
Chris Lockhead: đ The Value of Your Value (LinkedIN)
Geoffrey Moore : đ When will Agentic AI Cross The Chasm (LinkedIN)
đ Our Crazy Unhinged Now ~ On my Om
Sixteen billion smackeroos is a gigantic amount of money. If you were to stack that much money in $100 bills vertically, you would be well past the cruising altitude of commercial airplanes. Roughly 11 miles.
and yet
Waymo was the secondary story of the day.
đ Trumpland Ramps Up Attacks On Netflix Warner Brothers Merger To Help Larry Ellison | Techdirt
After Warner Brothers balked at Larryâs competing bid and a hostile takeover attempt, Larry tried to sue Warner Brothers. With that not going anywhere, Larry and MAGA have since joined forces to try and attack the Netflix merger across right wing media, falsely claiming that âwokeâ Netflix is attempting a âcultural takeoverâ that must be stopped for the good of humanity.
Pace Layers - Redux
Climbing the âpace layersâ leads to fewer and more specialized sources of information.
I still donât get why he just doesnât close it?
đ News Sites Are Bringing Comments Sections Back as a Paid Feature
⊠an idea lifted directly from Substack?
Coherence Is The New Moat
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And then it happened
Ooh, and then it happened
Ooh, and then it happened
Ooh, and then it happenedđŹ Holland Dozier and Holland (âH-D-Hâ to their friends.)
If you have been following along (and if not - why not?) since the early days of People First, my work in Structured Thought and more recently, the consolidation into PHIâPIN then this is for you.
If you havenât - it is - maybe even more so - still - for you.
Finally. It happened. Sometimes you think that you might just be âđđ” blowing in the windâ - until one day it changes and you think âmaybe notâ.
Today is one such day - because whilst spinning through this morningâs âthought reviewâ - 6 articles caught my eye1 that all connected. With each other, with me and with Structured Thought.
Six Voices. One Message.
Paolo Valdemarin | Laid out the job of what I call an âEngagement Platformâ by externalising your operating model so AI can translate between contexts while maintaining a single understanding.
Ben Thompson | Microsoft chose âcoherence over scaleâ by prioritising its own product suite. Why? Because maintaining a coherent vision across a portfolio matters more than maximising any single dimension.
Joan Westenberg | Solo operators using Structured Thought beat out large organisations because coherence compounds while incoherence fragments.
Christopher Lochhead | Execution is automated, knowledge is commoditised and real value has moved âupstreamâ to problem framing. Which is exactly the point of âavoiding solving the wrong problem really wellâ as my friend John Caswell has it and indeed, provides a âwhyâ of Structured Thought.
Geoffrey Moore | Agentic AI needs to be deployed atop proven, reliable structures with guardrails built in, not improvised on the fly.
Om Malik | The âannouncement economyâ is a world of velocity and noise. Coherence matters precisely because everything else is optimised for attention rather than truth. I called it the ânoise economyâ when I wrote about this last September in a piece called âSound of Silenceâ.
The Convergence
You might think that these are isolated observations. They are not. Nor are they unique (other than they all appeared in my feed this morning). Bottom line - they are all describing the same shift. A shift that is unspoken - but at the heart of Structured Thought.
Competitive advantage is no longer scale, speed, or even access to AI. Itâs coherence - the degree to which every decision, every output, every interaction derives from the same underlying model of reality.
In large organisations, this is nearly impossible. Different departments operate from different mental models and information fragments at every handoff. AI amplifies the disagreement rather than resolving it. But a small team with explicit structure working with a clear operating model, documented constraints, decision rationale, voice guidelines can scale without fragmenting and AI becomes a tool for executing within that coherence, not a way to hope disparate teams accidentally align. This is what structured thought actually means in practice: externalising your logic so thoroughly that it can guide people, process and systems.
Paolo Valdemarin: đ AI as a communication tool
Ben Thompson: đ Microsoft and Software Survival
Joan Westenberg : đ The Coherence Premium
Om Malik : đ The Announcement Economy
Chris Lockhead: đ The Value of Your Value (LinkedIN)
Geoffrey Moore : đ When will Agentic AI Cross The Chasm (LinkedIN)
đ The User Guide for ELITE, the Tool Palantir Made for ICE
The Tool - Palantir
A dash says so much.
How Early Adopters Fall Behind
My thesis : In the late 80s, the slow adoption of computers and email outside of Oracle whilst annoying (at least to me) - also resulted in the fast adoption in the PC revolution - that Oracle was totally unprepared for and was left behind on.
đ Ranked: The Most Valuable Sports Teams in 2026
Is it wrong of me to suggest that it speaks volumes about Americaâs challenges when you learn that not only are 19 of the most valuable sports teams in the world American - but that 13 of them are NFL teams.
đ Will They Inherit Our Blogs? | Kev Quirk
Iâd love it if my sons took up blogging when theyâre old enough to (that, and riding motorbikes!). But theyâre their own people, and may not want to. If thatâs the case, I just hope theyâll agree to keep my waffle online for a little while once Iâm gone.
I have been known to think about this myself. Not holding my breath for my work to remain online - then again - who knows?
But - like Kev - pretty sure it wonât be my daughter đ€
Finally âŠ.
developers will need to focus even more on polish and making an app feel like a finished product
Hopefully that will not only be about Design and Interface, but also navigation and simplicity and all else that drives me nuts with too many apps. (Most if I am honest - some I stick with.)
In December đđïžLenny talked with Elena Verna - head of growth at Lovable - and on the way through commented that âMinimum Viable Productâ is now table stakes - we need to be building Minimum Loveable Products.
Ok - self serving naming - but it is the same kind of thinking.
đ National Transport & Toy Museum in Wanaka | Atlas Obscura

It’s impossible to describe everything that’s here: cars spanning the Morris Minor to a Ferrari 400I, Air New Zealand airplanes, almost every type of Lego set, a Barbie section, and vintage items like cast-iron banks and typewriters.
Not sure I understand how typewriters fit into the museums theme ⊠but it continues to amaze how much stuff like this floats around New Zealand.
đ UK ETA Strict Enforcement Begins 25 February
When you submit your application - you should always ask
What is the ETA for my ETA.
đ Ranking CFO Compensation: The Top Earners
Click through and you read
What a CFO’s Hour is Worth
It’s not the first time I have had cause to highlight the langauge problem … the graphic reveals what they are being paid.
That does NOT equate to what they are worth.
đ Scripting News: Tuesday, February 3, 2026
I don’t understand the connection, other than RSS is always useful, as a way of formalizing the output of an app so other apps can use it as input.
I understand - it forms the foundation of one if my new modules in the Engagement Platform we are building.
A Public Service Announcement
đ Microsoft is Giving the FBI BitLocker Keys - Schneier on Security
Microsoft gives the FBI the ability to decrypt BitLocker in response to court orders: about twenty times per year
I mean I could have just pasted the whole article now I look down this post.
đ Why Tech (&) Media is complicated â On my Om
Obviously, he didnât respond. He didnât have to. Maybe he was worried that an old-school reporter like me would do my homework and ask basic, but tough questions. The kind of questions that used to be standard fare, but now they get you ignored.
and
I told founders to step back and think about why their stories mattered to anyone but themselves
and
We built systems that reward acceleration, and we act surprised when everything feels rushed, shallow, a little manic. The algorithm doesnât care if something is true. It cares if it moves. Nothing moves like titillation, gossip, and startup psychodrama.
and
A16zâs backing no longer means what Sequoiaâs meant in 2005, and a TechCrunch launch no longer means what it did in 2008. The technology ecosystem is noise. Its media outlets are just the outward expression of that noise
and
There are fewer than a dozen journalists I can name-check those who don’t disappoint. Nilay Patel of The Verge for example.
⊠totally agree. When he took his paternity break recently .. he had some good names stand in for him ⊠donât think I ever got to the end of any of them. A couple I knew not to even start.





