Intelligence

How should humans and machines learn together?

London changes beneath our feet A polemic for a city that meets the heat, the electrification and the intelligence of the coming age by building the engine back into its own fabric. Essay · systems · 12 June · working draft The Hub and the Spine Everyone remembers the estuary airport. The real idea was the spine beneath it — and the recognition that the most important infrastructure is the kind that lets everything else work together. A reflection on imagining futures at national scale. Essay · systems · 13 June · working draft Slow Delivery A canal you stop seeing, a logistics system built on the assumption that speed is always the answer — and the idea that obsolete and dormant are not facts but lenses. What if information could substitute for scale, and old infrastructure find a new purpose? Essay · systems · 13 June · working draft Farm in a Box Not really about agriculture — about orchestration. Reverse the logic of the food system: start with demand, find the people, match the land, then put seed in the ground. Use data not to replace people but to lower the barriers that stop them acting on what they already care about. Essay · capability · 13 June · working draft Battery Island Most people think the future energy challenge is generating more power. Generation is becoming the easy part; the real challenge is coordination. The island that already exists — with life, governance and consequences — may be the most valuable battery of all. Essay · systems · 13 June · working draft Did We Forget the Trees? A map of hazelnut production, and a question: if it grows on hillsides like ours, why not here? On dormant living capability, climate redrawing the agricultural map, and the landscape as a bounded laboratory for future food. Essay · places · 13 June · working draft The Valley of First Harvest A real valley, and a question: what would it take to create meaningful work for people who have lost almost everything? Not a refugee project, nor an agricultural one — a project about capability, and the systems that leave both people and place stronger than they were found. Essay · capability · 13 June · working draft The Market That Closed The one notebook about something actually built. AgriJordan proved it: 90% less water, export quality, jobs and dignity — then failed when borders closed. It didn't fail in the field. It failed at the border. A connection failure, not a capability failure. Essay · capability · 13 June · working draft The Saline Economy Why desalinate when you can build an economy that wants the salt? A circular system — saline agriculture, algae, fish, desert restoration — underpinned by the Red–Dead conveyance. And a quieter discovery: the most powerful infrastructure was a name a field could gather around. Essay · systems · 13 June · working draft A Field Held in Common The East Ghor was rebuilt after 1967 on the TVA model and on subsidy — and subsidy kept it alive without letting it thrive. Fragmented, inherited plots can't carry investment or scale. The answer isn't a bigger farm. It's a shared one: keep the title, pool the function. Essay · capability · 13 June · working draft The Living Baseline We are each becoming a small, data-rich, poorly interpreted health system. The opportunity is a living baseline — the shape of normal for one person — governed in a personal core (the Craidd), with agents that prepare and remember but never diagnose. Attentiveness, not anxiety. Essay · intelligence · 13 June · working draft The Places We Bury Value We treat the most valuable material streams in society as rubbish, then extract their equivalents somewhere else. What if waste is the beginning of a process, not the end — and a waste facility's real output is not energy but capability? Essay · systems · 13 June · working draft The Walking Economy Economic models measure the +60km/h world of motorways and intercity rail and miss the slow, rooted one: the walking-speed catchment of a market town, its hinterland, where someone's centre is. Map that — and the businesses in it — and you can see what a place has, what it lacks, and where the real opportunities sit. Essay · places · 14 June · working draft The Landscape Remembers A mountain above Dolgellau that is also a story. Mythology is usually treated as heritage to preserve. Seen differently it is a living reasoning system — a web of graded, provenance-linked relationships that looks remarkably like a knowledge graph, and that may help build more resilient communities and more trustworthy AI. Essay · intelligence · 14 June · working draft Whispers of the Hidden Fire The only inland nuclear station in Britain is being taken down beside a man-made lake, in a valley layered with stories of power — Lleu of the Mabinogi, Hedd Wyn, hydro, atom. A mythic interpretation of the transition, openly authored now and marked as new: the provenance discipline of Whispers of Idris, practised in real time. Essay · places · 14 June · working draft The Valley That Can Vouch for Itself Agentic assistants now plan the trip and book the day — confident, fluent, and often a little wrong. What they cannot do is vouch: give a verified, current, accountable answer about a place, with provenance and a freshness date. That vouching is the thing only a community can produce — and the foundation under trust, verifiable contribution and value that stays in the valley. Essay · places · 15 June · working draft A Place the Machines Can Trust As millions of AI agents begin to interact, DeepMind and Anthropic are calling for a trust layer the field does not yet have. A place that serves attested data and takes the payment sits where two kinds of trust meet — and can offer the machines a brake, a returned question, and a vouching, without ever knowing who the agent is. Essay · intelligence · 15 June · working draft The Object That Vouches for Itself In 2018 we built Cashé — NFC provenance for luxury goods. It looked like crypto hype. Eight years on, LVMH's Aura has built exactly that and the EU is making it law. The same idea came home to Arloesi in 2025 and matures into this year's trust theses: bind a unique thing to a verifiable record. Reputation as provenance is object provenance, generalised. Essay · intelligence · 15 June · working draft Proof of Work In 2018 we built verifyID — a badge that learned a worker's gait to prove ethical labour. It is the fingerprints that touch us, built for humans eight years early, and the EU Forced Labour Regulation has made the need law. But a badge that watches your walk and turns red is surveillance. The spine is a question — will we watch the machine, or will the machine watch us? — and a gradient: consent drifts to coercion, from work to health. Essay · intelligence · 15 June · working draft Cynefin We did not, in the end, lose the land — ownership oscillated for four centuries and largely came back to local hands after the First World War. What we lost was the cynefin: the coordination, and the knowledge of where the value sits and how to keep it. A thought piece on why the modern loss is of value not title, the two levers that bring it home, and why the repair is the oldest native form — hold your own, work it together. Essay · places · 23 June · working draft How We Keep the Value Cadw'r Gwerth. The value left the land down a lengthening chain; here is the engineering of bringing it home — and the cheering news that Wales has already built most of the parts. Two levers (distance and depth), the ownership gate that decides everything, a farmer-owned creamery that has quietly worked since 1938, and the half-built Welsh scaffolding waiting to be wired to the farm. Essay · places · 23 June · working draft
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