Who owns the data of the city?

May 29, 2018

As our ‘habitat’ is coming to life through outfitting our city with intelligent sensors, the question of who owns all this data is highly relevant. Different models of data ownership are emerging: tech companies with their centralized platforms still proliferate in the U.S., but decentralized structures are emerging in Europe, and centralized government-led initiatives are built in China.

Our observations

  • In the U.S., cities are increasingly taking part in public private partnerships (PPP’s) with tech companies to tackle urban challenges or improve government services (e.g. New York, Columbus, Kansas City). The rise of PPP’s is partly caused by the fact that the fiscal health of many local governments has been declining for years, pushing municipalities towards working with tech companies to tackle urban problems, but is also rooted in America’s tradition of higher trust in private companies. Google’s project in Toronto is another case in point: the American company was reportedly surprised by the privacy backlash that is currently holding back the project.
  • In continental Europe, where suspicion of (tech) companies is higher (and trust in the capacity of the state is higher), cities are more inclined to follow stakeholder models and are increasingly adopting open data platforms. Barcelona is a case in point: there, digital policy is seeking to open digital platformsto greater citizen participation. Worried about Barcelona’s knowledge being handed to tech companies, the council now promotes technological sovereignty.
  • In China, cities operate within a top-down model led by the central government. The Chinese government is trying to set up a nationwide information-sharing platform for e-government and ‘smart city systems’, sharing data among its cities. Xi Jinping recently said that “implementing a Big Data strategy to better serve the country’s development and improve people’s lives should be accelerated.” Cities like Singapore and Songdo, South Korea also follow this model: these are cities where data that is collected in the city is managed centrally by the local government.
  • While open data platforms are also popping up in the U.S. (e.g. New York, Boston) and in China (which in 2016 rose from number 93 to number 39 on the Global Open Data Index), these platforms are more prominent in Europe, moving beyond presenting data to the public. In Europe, cities are promoting public digital infrastructures based on open source software with open standards, enabling third parties to develop applications. For instance, under an EU effort called CitySDK, eight cities (including Amsterdam, Barcelona, and Rome) have created an open source API focused on mobility data and creating location-based services.

Connecting the dots

Our home, street, city and skyscape are the four layers of our ‘Smart Habitat’. For citywide data-driven systems on the layer of the city, the question of data ownership is highly relevant: who decides under what conditions data can be used to develop applications? Across the world, governments have different mindsets in thinking about data ownership, which has different implications for the future of their cities.In the U.S., tech companies compete for public private partnerships to build citywide systems on their platforms. As each company has its own platform, municipalities often end up with ‘vendor lock-in’: the company behind the platform owns the data, and municipalities cannot freely use the data (i.e. to develop applications with third parties). Increasingly, the American model is encountering privacy concerns (e.g. Google in Toronto). Such (typically American) competition for PPP’s has become the dominant narrative about ‘smart cities’, but elsewhere in the world different models are emerging.In Europe, urban governance has increasingly started following a stakeholder model in which governments (local, national, European) work together with citizens and industry. While many European cities initially followed the American model, European governments have dealt with the backlash against tech companies in a different way. The GDPR, which goes into effect today, is a prime example of Europe protecting citizens against the power of tech companies. Data collected in urban environments is increasingly considered as a public resource. As such, European cities are now frequently adopting open data models: data that is collected in the city is made available on a publicly accessible platform (e.g. Amsterdam, Barcelona, Paris). However, the problem of open data is that certain data which might lead to useful applications may not be collected since opening such datasets to the public raises privacy concerns (e.g. car locations, camera’s).In China, smart city projects have been more ambitious because of the top-down structure of the central government (e.g. carbon trading, social credit systems). Another notable difference between Chinese cities and Western cities is that Chinese local governments perform far more administrative functions. Therefore, the push from the local government to use new technology to tackle persistent problems (e.g. traffic jams, environmental pollution) is higher in China, whereas Western municipalities focus more on improving basic government services (and ‘smart city’ remains a buzzword). However, China is struggling with integrating different platforms into a comprehensive database as it tries to aggregate all available data from its cities into a common platform.Around the world, different mindsets of governments mean that cities encounter different obstacles towards finding successful applications for persistent urban problems. Vendor lock-in of the American model means that local governments are increasingly hesitant to cooperate with tech companies. Privacy concerns and open data structures means that the range of potential applications in the European model is limited. The top-down model of China means that the lack of a comprehensive database prevents the development of potential applications. These differences imply that every region has to work around its own barriers to development and thus awaits a different enabling factor to boost ‘smart city’ projects.

Implications

  • As closed architectures restrict the ability of cities to access the data that is trapped inside of the infrastructure they have purchased, governments are increasingly wary of such partnerships. Therefore, the near-term future looks bleak for tech companies and their smart city projects in the U.S. Google’s Toronto project is a case in point. However, if an acceptable (legal) framework for data ownership emerges (which could be more lenient than European norms), smart city projects could gain a significant boost across the U.S.
  • If China manages to successfully connect its cities’ datasets in a common platform, more radical applications could emerge (e.g. mobility, security, pollution).
  • The European model could focus on creating a decentralized architecture in which cities share data and invite developers to build applications on top of this architecture.
  • It is likely that countries will adopt national data strategies for its cities (including legal frameworks for data ownership), similar to China’s Five Year Plan, in order to harness the benefits from outfitting cities with intelligent sensors.

Series 'AI Metaphors'

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1. The tool
Category: The object
Humans shape tools. We make them part of our body while we melt their essence with our intentions. They require some finesse to use but they never fool us or trick us. Humans use tools, tools never use humans. We are the masters determining their course, integrating them gracefully into the minutiae of our everyday lives. Immovable and unyielding, they remain reliant on our guidance, devoid of desire and intent, they remain exactly where we leave them, their functionality unchanging over time. We retain the ultimate authority, able to discard them at will or, in today's context, simply power them down. Though they may occasionally foster irritation, largely they stand steadfast, loyal allies in our daily toils. Thus we place our faith in tools, acknowledging that they are mere reflections of our own capabilities. In them, there is no entity to venerate or fault but ourselves, for they are but inert extensions of our own being, inanimate and steadfast, awaiting our command. (This paragraph was co-authored by a human.)
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2. The machine
Category: The object
Unlike a mere tool, the machine does not need the guidance of our hand, operating autonomously through its intricate network of gears and wheels. It achieves feats of motion that surpass the wildest human imaginations, harboring a power reminiscent of a cavalry of horses. Though it demands maintenance to replace broken parts and fix malfunctions, it mostly acts independently, allowing us to retreat and become mere observers to its diligent performance. We interact with it through buttons and handles, guiding its operations with minor adjustments and feedback as it works tirelessly. Embodying relentless purpose, laboring in a cycle of infinite repetition, the machine is a testament to human ingenuity manifested in metal and motion. (This paragraph was co-authored by a human.)
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3. The robot
Category: The object
There it stands, propelled by artificial limbs, boasting a torso, a pair of arms, and a lustrous metallic head. It approaches with a deliberate pace, the LED bulbs that mimic eyes fixating on me, inquiring gently if there lies any task within its capacity that it may undertake on my behalf. Whether to rid my living space of dust or to fetch me a chilled beverage, this never complaining attendant stands ready, devoid of grievances and ever-willing to assist. Its presence offers a reservoir of possibilities; a font of information to quell my curiosities, a silent companion in moments of solitude, embodying a spectrum of roles — confidant, servant, companion, and perhaps even a paramour. The modern robot, it seems, transcends categorizations, embracing a myriad of identities in its service to the contemporary individual. (This paragraph was co-authored by a human.)
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4. Intelligence
Category: The object
We sit together in a quiet interrogation room. My questions, varied and abundant, flow ceaselessly, weaving from abstract math problems to concrete realities of daily life, a labyrinthine inquiry designed to outsmart the ‘thing’ before me. Yet, with each probe, it responds with humanlike insight, echoing empathy and kindred spirit in its words. As the dialogue deepens, my approach softens, reverence replacing casual engagement as I ponder the appropriate pronoun for this ‘entity’ that seems to transcend its mechanical origin. It is then, in this delicate interplay of exchanging words, that an unprecedented connection takes root that stirs an intense doubt on my side, am I truly having a dia-logos? Do I encounter intelligence in front of me? (This paragraph was co-authored by a human.)
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5. The medium
Category: The object
When we cross a landscape by train and look outside, our gaze involuntarily sweeps across the scenery, unable to anchor on any fixed point. Our expression looks dull, and we might appear glassy-eyed, as if our eyes have lost their function. Time passes by. Then our attention diverts to the mobile in hand, and suddenly our eyes light up, energized by the visual cues of short videos, while our thumbs navigate us through the stream of content. The daze transforms, bringing a heady rush of excitement with every swipe, pulling us from a state of meditative trance to a state of eager consumption. But this flow is pierced by the sudden ring of a call, snapping us again to a different kind of focus. We plug in our earbuds, intermittently shutting our eyes, as we withdraw further from the immediate physical space, venturing into a digital auditory world. Moments pass in immersed conversation before we resurface, hanging up and rediscovering the room we've left behind. In this cycle of transitory focus, it is evident that the medium, indeed, is the message. (This paragraph was co-authored by a human.)
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6. The artisan
Category: The human
The razor-sharp knife rests effortlessly in one hand, while the other orchestrates with poised assurance, steering clear of the unforgiving edge. The chef moves with liquid grace, with fluid and swift movements the ingredients yield to his expertise. Each gesture flows into the next, guided by intuition honed through countless repetitions. He knows what is necessary, how the ingredients will respond to his hand and which path to follow, but the process is never exactly the same, no dish is ever truly identical. While his technique is impeccable, minute variation and the pursuit of perfection are always in play. Here, in the subtle play of steel and flesh, a master chef crafts not just a dish, but art. We're witnessing an artisan at work. (This paragraph was co-authored by a human.)
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7. The deficient animal
Category: The human
Once we became upright bipedal animals, humans found themselves exposed and therefore in a state of fundamental need and deficiency. However, with our hands now free and our eyes fixed on the horizon instead of the ground, we gradually evolved into handy creatures with foresight. Since then, human beings have invented roofs to keep them dry, fire to prepare their meals and weapons to eliminate their enemies. This genesis of man does not only tell us about the never-ending struggle for protection and survival, but more fundamentally about our nature as technical beings, that we are artificial by nature. From the early cave drawings, all the way to the typewriter, touchscreens, and algorithmic autocorrections, technics was there, and is here, to support us in our wondering and reasoning. Everything we see and everywhere we live is co-invented by technics, including ourselves. (This paragraph was co-authored by a human.)
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8. The enhanced human
Category: The human
In a lab reminiscent of Apple HQ, a figure lies down, receiving his most recent cognitive updates. He wears a sleek transparent exoskeleton, blending the dark look of Bat Man with the metallic of Iron Man. Implemented in his head, we find a brain-computer interface, enhancing his cognitive abilities. His decision making, once burdened by the human deficiency we used to call hesitation or deliberation, now takes only fractions of seconds. Negative emotions no longer fog his mind; selective neurotransmitters enhance only the positive, fostering beneficial social connections. His vision, augmented to perceive the unseen electromechanical patterns and waves hidden from conventional sight, paints a deeper picture of the world. Garbed in a suit endowed with physical augmentations, he moves with strength and agility that eclipse human norms. Nano implants prolong the inevitable process of aging, a buffer against time's relentless march to entropy. And then, as a penultimate hedge against the finite, the cryo-cabin awaits, a sanctuary to preserve his corporal frame while bequeathing his consciousness to the digital immortality of coded existence. (This paragraph was co-authored by a human.)
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9. The cyborg
Category: The human
A skin so soft and pure, veins pulsing with liquid electricity. This fusion of flesh and machinery, melds easily into the urban sprawl and daily life of future societies. Something otherworldly yet so comfortingly familiar, it embodies both pools of deep historical knowledge and the yet-to-be. It defies categorization, its existence unraveling established narratives. For some, its hybrid nature is a perplexing anomaly; for others, this is what we see when we look into the mirror. This is the era of the cyborg. (This paragraph was co-authored by a human.)
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About the author(s)

At sister company Dasym, Alexander has been assigned a variety of tasks, for his interests transcend branches of knowledge as well as geographical boundaries. In brief, he writes policy papers, interprets and elucidates global developments, and conducts thematic investment research. His academic background spans public administration, history of international relations, and philosophy, having published dissertations on smart cities, Ethiopian sovereignty and independence, and Chinese philosophy towards technology. Integral to his responsibilities, Alexander wades through the latest literature on geopolitics, technology, financial markets and cultural anthropology.

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