Smart Cities, in Questions · 3/10
What did "smart" promise, and who promised it?
In the first essay, I described how the same loop came to mind in the solutions I saw at the fair: notice, decide, respond; at different time scales.
In the second essay I asked whether that loop could run a city, and I concluded that it can help the parts of a city but cannot run the whole city, which is a problem of organized complexity.
The question I will now try to answer is this: who promised that this loop could run a city, when, and how — and did they manage it?
Three words
In November 2008, IBM CEO Sam Palmisano gave a speech in New York. He said the world was becoming three things: instrumented, interconnected, and intelligent.1 He added that this was not a metaphor, that intelligence would be built into the way the world literally works.1
Reading those three words, I stopped. My loop was “notice, decide, respond.” Palmisano’s words covered the first two: the instrumented world was “notice,” the intelligent world was “decide”; and “interconnected,” in between, was the network I had seen at the fair. But the third step, “respond,” was not in the promise. In the second essay, I saw that the limit lies exactly there.
Within a few years the promise had turned into a marketing language. Writing in 2013 about the “canonical smart city,” Adam Greenfield notes that he drew every detail directly from the promotional copy of IBM, Cisco, Siemens, and companies that build cities from scratch.2
The control room
Rio de Janeiro showcased the promise. The operations center set up with IBM in December 2010 gathered data from many of the city’s agencies onto a single wall of screens.3 About a year later, at a conference, the mayor Eduardo Paes said that he could govern his city with technology from there, from California — that he knew everything.3
I remember the control center in the second essay: the screen had seen a bottleneck but had not seen the care home on the corner. “Knowing everything” was exactly that screen’s promise.
Cities from scratch
The purest form of the promise was to build the city from data, from the very beginning.
Songdo, in South Korea, was promoted as the cure for Seoul’s ills; in 2018 a newspaper described it as “overdue, overpriced and underpopulated,” and a resident called it a “ghost town.”4 Masdar, in Abu Dhabi, began in 2006 as a zero-carbon city for 50,000 people; ten years later, less than five percent of the plan had been built.5 The number of people living and working there today is given as around 15,000, and there is no longer a completion date; Masdar now presents itself less as a city than as a green business and research zone that hosts the headquarters of the International Renewable Energy Agency (IRENA) and aims at net zero by 2050.6 Google’s sister company Sidewalk Labs proposed building a neighborhood “from the internet up” in Toronto; in May 2020 it withdrew from the project, citing economic uncertainty. Opponents put it differently: “We have a consent problem.”7
Each of these projects stumbled for a different reason: some over money, some over politics, some over the privacy debate. I cannot say they all came from the same mistake; but together they make it worth questioning the assumption that a city designed with technology will also work socially as expected.
The flaw in the promise
According to Greenfield, the smart city claims — even in principle — an objectivity, a wholeness, and a perfect knowledge that are nowhere reachable.8 Put in the language of the second essay, there was a contradiction inside the promise: it promised to solve a problem of organized complexity with the tools of simple problems.
But to be honest, the sellers were hiding nothing. What was sold was out in the open: measure, connect, optimize. The real question is why cities bought this sales promise as a form of government.
2019: did the language change?
In 2019, at the fair, one person was summarizing what was said in the sessions by drawing it and hanging the drawings in a common area just outside the rooms. I took photographs of them; looking again today, I see three different promises standing side by side at the same fair.9
On the session poster of the Siemens executive Roland Busch, the old promise stands upright: “Measuring,” “Go to all the devices & connect them,” “Act · Decide · Prevent · Predict.” The same poster also includes an honest admission: “If planning is wrong… technology does not deploy or work.” The fair’s own announcement says, “Make the invisible visible.” And on the panel posters there is a new language: “Citizens are not data carriers,” “Fundamental trust is the real currency,” “With humility.”9
I do not know for certain where this new language came from; but by 2019 the context had changed. Europe’s data-protection law has been in force since 2018.10 The Toronto project was under great dispute.7 Barcelona, the fair’s host, was trying another road too: the city’s 2015–2019 digital plan aimed to go “beyond the smart city,” saying that technology ought to be at the service of people and not people at the service of technology.11 But Barcelona had not given up measuring; both the sensor network and the management dashboard were in the plan. The plan’s aim was not to stop measuring, but to win back for the city control over the data that digital technologies produce.
Even so, the old promise had seeped into the new language. On the poster of a human-centered panel it read, “Algorithms (no biases).”9 Yet that making some things visible can make other things invisible was hardly voiced on the posters. I think the promise changed its language, but not entirely its essence.
Smart enough
Ben Green calls the belief beneath this promise “tech goggles”: the belief that technology offers neutral and optimal solutions to social problems and is the primary engine of social change. His proposal is the “smart enough city”: a city that uses technology as a powerful tool but does not treat it as an end in itself.12
This is my limit too: the system supports the decision; handing the decision over is possible only in narrow matters, such as signal timings, and only with great care. But “support” is not safe on its own either. Green’s experiments show that this arrangement, in which people decide on the algorithm’s recommendation, has serious limits.13 It is not enough for a human to be in the loop; that human must have the time and the reasons to think. I trust the car’s brakes, but I keep my foot near the pedal.
Who promised what?
The technology companies made the promise most loudly: a city that is instrumented, interconnected, and intelligent.
Some mayors bought it as a wall of screens. Investors tried to build it from scratch. The promise was that the loop I saw in Barcelona could run the city.
Did they manage it? Cities built from scratch couldn’t deliver on the promise. What actually worked is a separate question; I will come back to it at the end of the series.
Three questions remain open for me, one for each step of the loop; I ask them of myself. I know what I notice; but do I know what I fail to notice? How much are my decisions shaped by my ability to carry them out? And, most important of all: when there is more than one option, what values will I use to rank them?
The newest form of the promise today is the “digital twin”: a living copy of the city, a claim to perfect the “notice” step. That is the next essay’s question: What is a digital twin — a map, a model, or a mirror?

Notes and sources
Each note gives the statement the text rests on, in the source’s own language; then the source.
| note | Statement (in the original language) | Source |
|---|---|---|
| 1 | “First, our world is becoming instrumented” … “Second, our world is becoming interconnected” … “Third, all things are becoming intelligent” · “In a word, our planet is becoming smarter. This isn’t just a metaphor. I mean infusing intelligence into the way the world literally works” | S. Palmisano, “A Smarter Planet: The Next Leadership Agenda”, Council on Foreign Relations, New York, 6 November 2008 (text; CFR) |
| 2 | “every element of the scenario I present here has been drawn directly from the website copy or other promotional literature of IBM, Cisco, Siemens, Living PlanIT, Gale International (i.e. Songdo) or Masdar.” | A. Greenfield, “The canonical smart city: A pastiche”, 26 March 2013 |
| 3 | “The city government and IBM signed an agreement to build a public information management center for Rio de Janeiro.” · “…I can govern my city, using technology, from here, from Long Beach, so I got here last night and I know everything.” | IBM press release, 28 December 2010 (republished) · E. Paes, “The 4 commandments of cities”, TED2012 · opening: Centro de Operações Rio (“Inaugurado em dezembro de 2010”) |
| 4 | “Promoted as the answer to the ills of modern-day living in Seoul, the development is overdue, overpriced and underpopulated.” · “It’s a ghost town.” | C. White, “South Korea’s ‘Smart City’ Songdo: not quite smart enough?”, South China Morning Post, 25 March 2018 |
| 5 | “When Masdar City began, in 2006, the project was touted as a model … with 50,000 residents and 40,000 commuters.” · “…only a fraction of the town has been built - less than 5% of the original six square km”greenprint” … The completion date has been pushed back to 2030.” | S. Goldenberg, “Masdar’s zero-carbon dream could become world’s first green ghost town”, The Guardian, 16 February 2016 |
| 6 | “It was originally set to be completed in 2016, then 2020, and now a target date has been shelved indefinitely.” · “Con una población aún de unas 15.000 personas…” · “…we move forward towards net-zero by 2050.” · IRENA address: “Masdar City P.O. Box 236, Abu Dhabi United Arab Emirates” | AP / Fast Company, 9 December 2023 · EFE / Diario Expreso, 17 January 2025 · Masdar City, 2024 ESG Report, p. 2 (the institution’s own statement) · IRENA contact |
| 7 | “…if you built a city”from the internet up?“” · “So it is with great personal sadness and disappointment that I share that Sidewalk Labs will no longer pursue the Quayside project.” · “…as unprecedented economic uncertainty has set in…” · “We have a consent problem,” said Bianca Wylie… | D. L. Doctoroff, “Reimagining cities from the internet up”, 30 November 2016 · “Why we’re no longer pursuing the Quayside project”, 7 May 2020 · L. Zarum, “#BlockSidewalk’s War Against Google in Canada”, The Nation, 24 April 2019 |
| 8 | “The smart city pretends to an objectivity, a unity and a perfect knowledge that are nowhere achievable, even in principle.” | A. Greenfield, Against the Smart City (Do projects, 2013), chapter 4 (the author’s site) |
| 9 | Busch session: “Disruption is coming to town. How IoT makes cities smart” — “Measuring” · “Go to all the devices & connect them” · “Act · Decide · Prevent · Predict” · “If planning is wrong… technology does not deploy or work” · announcement: “Make the invisible visible” · panels: “Citizens are not data carriers” · “Fundamental trust is the real currency” · “With humility” · “Algorithms (no biases)” | Smart City Expo World Congress 2019 (Barcelona, 19–21 November 2019), session drawings, Dibuzpia / Fira Barcelona; the author’s photographs. The phrases are the illustrator’s session summaries, not the speakers’ verbatim words. |
| 10 | “The Regulation entered into force on 24 May 2016 and applies since 25 May 2018.” | European Commission, “Legal framework of EU data protection” |
| 11 | “Beyond the smart city: The People’s Roadmap towards Technological Sovereignty” · “The digital revolution must serve the many and not just the few” (F. Bria, Commissioner for Digital Technology and Innovation) · “As Barcelona understands it, technology ought to be at the service of people and not people at the service of technology.” | Ajuntament de Barcelona, Barcelona Digital City: Putting technology at the service of people — Barcelona Digital City Plan (2015-2019) (city archive) |
| 12 | “…tech goggles are grounded in two beliefs: first, that technology provides neutral and optimal solutions to social problems, and second, that technology is the primary mechanism of social change.” · “…a city where technology is embraced as a powerful tool to address the needs of urban residents … but is not valued for its own sake or viewed as a panacea.” | B. Green, The Smart Enough City, MIT Press, 2019, chapter 1 (open access) |
| 13 | “We report on two experiments that evaluate algorithm-in-the-loop decision making and find significant limits to these systems.” | B. Green & Y. Chen, “Algorithm-in-the-Loop Decision Making”, AAAI 34(09), 2020 |