James Maconochie | Architecture & Attention Podcast

The Inoculation Feeling I finished last week’s piece feeling better than I should have. I had named the asymmetry. I had laid out how fluency waves itself through in the direction you already lean, how the alarm fails silently, how you cannot catch it from the inside. I had even confessed my own accent, gone first, and implicated myself before turning it on anyone else. And when I hit publish, I f...

I have an English accent, and in America, it has been an asset for thirty years. People like accents. Fair enough. I have never corrected the assumption that travels with mine, because the assumption flatters me. In a meeting, it buys a half-second of deference before I have said anything worth deferring to. I have watched a room lean in at the sound of it and settle into agreement before I finish...

The Loop, From the Seat Last time, in “The Concession That Widened My World,” I wrote about why driving Uber filled a hole that a year of research could not. That was the personal account. This is the structural one. Strip the sentiment away and look at what the driver’s seat actually is. It is a feedback loop, and a remarkably tight one. I pay attention to the road and to the person in the back....

The Turn That Had Purpose I lost my job on September 3, 2023. For about a year after that, I did what someone with my résumé is supposed to do. I pursued the next role. A dozen or so serious leads. Most of them reached the second or third interview, a few the fourth. None ended in an offer. The market kept telling me, politely and at length, no. Thanks for reading James Maconochie | Architecture &...

In a previous essay I argued that Pope Leo XIV’s encyclical on artificial intelligence did something remarkable and then walked away from it. It reached the architectural diagnosis almost no one reaches, that displacement is a choice made at the point of deployment, not a fact of nature descending on the labor market, and then it turned downstream, toward retraining and transfer and oversight, tow...

This is the first of two essays on Pope Leo XIV's encyclical Magnifica Humanitas. Part 2 lands this Friday rather than next Tuesday; the argument doesn't survive a week's gap. When the most authoritative moral document ever written about artificial intelligence arrives at the same structural conclusions you have been arguing toward by an entirely different road, the temptation is to declare victor...

The Boot and the Feed The dystopia we have been preparing for has a boot on its face. That is Orwell. The state watches. The state coerces. The state lies and tortures. Resistance is meaningful because the regime is meaningful. The hero in 1984 fails, but he fails in the act of trying. The dystopia arriving has no boot. It has a feed and a transfer. The state is mostly absent. Coercion is unnecess...

The Balm on Top In a recent essay translated by Zilan Qian, Wang Peng, a senior expert at the Tencent Research Institute, names the AI race as a narrative choice rather than a scientific path, and identifies UBI as “maintaining order, not sharing wealth.” That last phrase deserves more attention than it has received. UBI is the most discussed proposed response to AI-driven displacement. It is also...

A note I posted recently about due process sparked a broader thought. I’ll come back to it at the end. The thing people fear most about AI has been happening in politics for decades. Let me explain. Large Language Models, the technology behind ChatGPT, Claude, and others, are remarkable at a very specific thing. Within the boundaries of what they were trained on, they are extraordinarily fluent. C...

In a recent piece , Tim Lee offers one of the cleaner arguments I’ve read for why today’s agent architectures are unlikely to produce “AI scientists” anytime soon. His central observation: the implicit knowledge knowledge workers carry, the hunches, the half-formed associations, the things on the tip of the tongue, doesn’t survive the handoffs that agentic systems require. He borrows Marc Andreess...

My wife Jen sent me a Boston Globe essay this morning by Michael Shermer, the Skeptic magazine publisher, titled “What is truth, anyway?” I read it twice. I agreed with most of it. And something nagged. Shermer’s toolkit is the right one. Fallibilism. Bayesian reasoning. Extraordinary claims require extraordinary evidence. Signal detection. Active open-mindedness. Free critique. If more public dis...

The System 1 Moment David Hoze and I had been corresponding since early April about a co-authored essay. Three movements, his philosophical and theological grounding bridging to my structural one, the disagreement between us preserved rather than smoothed over. The tone had been generous on both sides. What I did not realize for nearly two weeks was that on April 8, in the same window we had begun...

In the previous two posts, I established that wisdom cannot be accumulated and that AI is structurally precluded from traversing the loop that produces it. This week: what that means for the humans building expertise alongside these systems, and why the decisions being made right now may be the most consequential nobody is talking about. An Old Problem with a New Face In agriculture, seed corn is...

Last week, I established that wisdom cannot be accumulated. It must be traversed. This week: what traversal actually requires, and why AI cannot complete it. The Loop In 1890, William James made what remains the most consequential observation in the psychology of mind: Thanks for reading James Maconochie | Architecture & Attention! Subscribe for free to receive new posts and support my work. “My e...

In early 2026, researchers added an important wrinkle to what had been a fairly damning picture of AI’s effect on human reasoning. The original 2024 study was blunt: students who used ChatGPT to research a scientific question reported lower cognitive load but produced lower-quality reasoning. AI made them feel less effort and think less well. Thanks for reading James Maconochie | Architecture & At...

I want to tell you about a friend of mine. Thomas Johannessen and I met at Imperial College London in 1990. We were students together, young civil engineers convinced we could figure out how complex systems worked. To be clear, Thomas is an engineer’s engineer; he annoyed many of us with his desire to work from first principles rather than learning the equations and plugging in the numbers. As is...

There is a particular kind of friendship that only makes sense to people who have it. It doesn’t require regular contact, shared geography, or even similar lives. It requires a shared past that was formative enough that no amount of intervening time can entirely dissolve it. The Setup The Viking, the Greek Cypriot, the Roman, and I studied Civil Engineering together at Imperial College London betw...

I played Doom. Almost obsessively. For nearly two years (1995 to 1997), my colleagues and I would wrap up long days on a construction site in Connecticut and disappear into networked deathmatches for a couple of hours or more (please don’t judge). It was, in the best possible way, a complete waste of time, but we had a lot of fun, and you could hear the howls down the hallway. So when I read last...

There has been a lot of discussion about the Anthropic negotiations which ultimately fell apart when Anthropic was unwilling to accept certain requests by the Department of War. Negotiations had been ongoing for several months, and I am not taking sides, but for transparency’s sake I appreciate Anthropic’s focus on AI Safety at it’s core. This was not a planned post, but I wanted to share some obs...

This is the third and final installment in a series examining the cracks in the AI scaling narrative, from the technical limits, to the financial fragility, to who bears the cost when the correction comes. In the first piece in this series, I argued that the technical foundations of the AI scaling thesis are cracking. Turing Award winners and field pioneers are converging on a shared diagnosis: br...

This is the second in a three-part series examining the cracks in the AI scaling narrative, from the technical limits, to the financial fragility, to who bears the cost when the correction comes. Michael Burry, the investor made famous by The Big Short for calling the 2008 housing crash, is shorting Nvidia and Palantir. He might be early. He might be wrong. But the fact that serious money is now b...

This is the first in a three-part series examining the cracks in the AI scaling narrative, from the technical limits, to the financial fragility, to who bears the cost when the correction comes. The dominant AI narrative is seductively simple: scale is all you need. More data, more compute, more parameters, and intelligence emerges. It’s the story that’s justified hundreds of billions in investmen...

Last week, I admitted I’m part of the problem. Despite advocating restraint, I’ve felt the pull to post more, feed the algorithm, and add to the noise. We’re all drowning in a flood we helped create. I ended with a question: Could the same tools flooding us with content also help us navigate it? Thanks for reading James Maconochie | Architecture & Attention! Subscribe for free to receive new posts...

I’ve just finished a three-part series arguing that wisdom, in our current moment, means constraint-awareness. One of the core practices I advocate is generative restraint: resisting the impulse to add to the noise, valuing thought before speech, and recognizing that not every reaction needs to be published. And yet. Thanks for reading James Maconochie | Architecture & Attention! Subscribe for fre...

This is Part III of a three-part series. Part I: The Constraints We Lost , Part II: Serviceability Failure The instinctive response to a system in crisis is to restore what was lost. Thanks for reading James Maconochie | Architecture & Attention! Subscribe for free to receive new posts and support my work. If the problem is that gatekeepers are gone, rebuild the gates. If the problem is that anyon...