
Kodak Portra 400 · 120 · James Bogue
The Canopy
A few days after I published "What Grows at the Edge," I came across David Tennent's piece on LinkedIn, and it stopped me. David is the co-lead of the BBC Neural Commons Research Initiative, and he was writing about spiky profiles, the cognitive shape where certain abilities peak dramatically (complex problem-solving, big-picture synthesis, the kind of pattern recognition that connects things across domains) while others valley just as deeply in the administrative, the linear, the routine, and what happens inside organizations when intelligence is measured by its challenges rather than its strengths. Every word seemed to check boxes I did not realize I had.
Somewhere this fit within the ecotone argument, but not yet expressed. He described a mode of mind that works differently from the expected patterns, and what organizations lose when they design for the average rather than the novel. The spiky profile is not a deficit with compensating strengths. It is a different architecture of cognition, one that excels at the kind of cross-referencing of connections that linear thinking constraints cannot replicate.
I recognized the shape. I have always worked this way, and it is very comforting to know this in some kind of non-trivial way. The ability to see thermodynamic principles play out as animations in my head to explain in a flash the formation of organizational structure is more than just imagination, it is pattern recognition at different scales. I have spent my entire career leaning into the peaks and apologizing for the valleys.
David also pointed me to Dr Helen Taylor's Complementary Cognition Theory and the work of Professor Amanda Kirby. Taylor's argument is that evolution did not just tolerate cognitive diversity, it depended on it. This is an interesting thread to discover and I will be digging into it further. (Thank you, David.)
The operating system I have been building is, I now realize, the externalization of that architecture. Not a productivity tool and not a workflow engine, but a cognitive accommodation. The system captures what I am thinking, reflects it back, lets me see my own patterns across time, scaffolds the ideas I cannot hold in working memory, and handles the linear execution that the spiky profile valleys in. It is what I naturally built before I had the language for why it worked.
It is the ecotone, not a metaphor, but what it actually is.
If the operating system amplifies a specific cognitive architecture rather than averaging it into a standard process, then the same principle applies at organizational scale. A team of people, each with their own spiky profile, each with their own peaks and valleys, working within a shared system that surfaces understanding and reduces friction, does not converge toward uniformity (entropy). It does the opposite. The shared infrastructure lets each person's unique shape express itself more fully, because the system handles the parts that would otherwise force everyone into the same mold.
The neurodiversity of thinking becomes the strength and not the problem to be managed. The shared truths live in the substrate. The individual tendrils are the expression. And what emerges between them, the connective tissue that forms when different intelligences pursue their own growth within shared conditions, is something that could never be produced by any one mind working in isolation.
The canopy is not designed. It is what emerges when different organisms grow within shared conditions, and what they produce together is shade from the sheer chaos of unstructured energy bearing down from above. The raw technological uncertainty that we do not have a map for and everybody has an opinion about. The canopy does not solve the uncertainty. It makes it survivable.
The ecotone produces complexity at the boundary between biomes. When I learned about Prigogine's dissipative structures, how they produce order from energy flow, I lit up like a kid discovering vinegar and baking soda. Artificial intelligence is the water that feeds the energy of human thinking. It is not the replacement. The canopy is what grows when you stop designing from the top down and start letting diverse intelligences find their own light within shared conditions.
What they produce together is the thing worth paying attention to. I am building on that premise.
The ideas in this article originated with James Bogue, sparked through ongoing reflections and conversations within the House of Bogue operating system. The OS is a continuously running practice where human judgment and machine intelligence evolve together through real work. The system complements the thinking with research, structure, and language that help convey what the author sees. This article is co-written from those interactions, a natural artifact of the process itself. All final edits and editorial judgment are the author's.
James Bogue