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    S H A N N O N M A T T E R N A P R I L 2 0 1 6

    I n s t r u m e n t a l C i t y : T h e V i e w f r o m H u d s o n Y a r d s ,

    c i r c a 2 0 1 9

    The worlds most ambitious smart city project is here.

    Should we worry that New York City is becoming an

    experimental lab?

    The first tower at Hudson Yards opens in May 2016, with Alphabets Sidewalk Labs as a premier

    tenant. View east from the High Line across the West Rail Yard, Manhattan. [Shannon

    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-3.jpghttps://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-3.jpghttps://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-3.jpghttps://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-3.jpghttps://placesjournal.org/
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    Mattern]

    The observation deckwont be finished for a few years yet. If you want to

    see the future of New York, walk north along the High Line, round the

    curve at the rail yards, and turn your back to the river. Amid the highway

    ramps and industrial hash of far-west Manhattan, a herd of cranes hoists

    I-beams into the sky. This is Hudson Yards, the largest private real-estate

    development in United States history and the test ground for the worlds

    most ambitious experiment in smart city urbanism.

    H u d s o n Y a r d s w i l l b e t h e n a t i o n s f i r s t q u a n t i f i e d

    c o m m u n i t y , a t e s t i n g g r o u n d f o r a p p l i e d u r b a n d a t a

    s c i e n c e .

    Over the next decade, the $20-billion project spanning seven blocks

    from 30th to 34th Street, between 10th and 12th Avenues will add 17

    million square feet of commercial, residential, and civic space, much of it

    housed in signature architecture by the likes of Skidmore, Owings &

    Merrill; Diller Scofidio + Renfro; and Bjarke Ingels Group. But you dont

    have to wait that long to see where this is headed. The first office tower,

    Kohn Pedersen Foxs 10 Hudson Yards, opens next month, with directaccess to the High Line. The new subway stop is already in business (and

    has already sprung a few leaks); an extension of the 7 train line connects

    the diverse, middle-class neighborhood of Flushing, Queens, with this

    emerging island of oligarchs.

    Its a major transformation for the grim streetscape of the Far West Side. A

    decade ago, The New YorkersJohn Cassidy described the neighborhoods

    notable architectural features:

    The Port Authority Bus Terminal, the entrance to the Lincoln Tunnel,

    the cavernous Jacob K. Javits Convention Center, which blocks access

    to the river and the Manhattan tow pound. The M.T.A. rail yard,

    which is hidden behind concrete walls. a Greyhound-bus parking

    depot, a Sanitation Department refueling station, and several vacant

    lots.

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    http://www.kpf.com/projects/10-30-hudson-yardshttp://ny.curbed.com/2015/8/14/9930774/see-hudson-yards-towering-open-air-observation-deck
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    The terminals and tunnels and tracks are still there, but now someone has

    flipped a switch, and a whole new section of the city is coming online.

    (Stick with me for a few thousand words, and youll understand thats not

    a metaphor.) New Yorkers havent seen anything like this since the

    construction of Rockefeller Center transformed Midtown in the 1930s.

    Hudson Yards is even more impressive, as it rises atop two massive steel-

    and-concrete platforms that span a working rail yard. [PDF]

    Its also rising on a bed of data. Reports say it will be the nations first

    quantified community, a fully instrumented testing ground for

    applied urban data science. If youve read my work forPlaces, you know

    Im not about to let that claim pass unnoticed. To understand what

    Hudson Yards portends for smart citiesand smart urban citizens around

    the world, it is crucial that we examine the ground on which this

    experiment is taking place the people and powers that converge here,

    and the epistemologies and methodologies and urban fantasies they are

    enacting.

    The rail yards, 1929. View west from a building on 31st Street. [Ewing Galloway, NYPL Digital

    Collection]

    T h e L o n g - U n p r o g r a m m a b l e T e r r a i n

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    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-2.jpghttp://digitalcollections.nypl.org/items/510d47dd-8bea-a3d9-e040-e00a18064a99https://placesjournal.org/article/smart-cities/https://placesjournal.org/author/shannon-mattern/http://content.related.com/HYImages/2015-07/Platform-Graphic-Horizontal-Hi-Res.pdf
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    T h e L o n g - U n p r o g r a m m a b l e T e r r a i n

    For nearly a century, this forlorn if frenetic infrastructural terrain has

    invited and impeded repair. The 1929 Regional Plan proposed to

    relocate New York Citys shipping facilities to Newark and open the

    waterfront to improvement. A generation later, the John Lindsay

    administrationhad a go at it, but developers were stymied by the tracksand tunnels and blocked by opponents in Hells Kitchen, who won Special

    District status that preserved the neighborhoods low-rise, residential,

    affordable character. Lindsays allies pushed through only one major

    project on their punchlist, the Javits Center, and concessions left little

    room for future development on the Far West Side.

    Yet real estate always finds a way. In the early 1970s, Richard Ravitch,

    developer and head of the Metropolitan Transit Authority, demonstratedthe untapped potential of the MTAs Caemmerer Hudson Rail Yards 26

    below-grade acres that served as parking for Long Island Railroad trains

    by ordering the construction of columns that could support a deck above

    the tracks. Once it was possible to build over the yards without disrupting

    their transportation functions, writes anthropologist Julian Brash,

    development proposals quickly emerged. In the mid-80s, Olympia and

    York, a Canadian development firm that had worked on the

    London Docklands, offered to raze Madison Square Garden (itself a

    symbol of destruction, standing on the rubble of McKim, Mead and

    Whites glorious Penn Station) and build a new arena, office towers, and

    retail complex atop the rail yards.

    H e r e o u r s t o r y c r a s h e s i n t o D a n i e l D o c t o r o f f , t h e m a n

    w h o g a v e H u d s o n Y a r d s i t s n a m e . H e h e a d s a s t a r t u p

    c o m p a n y o w n e d b y A l p h a b e t t h a t w a n t s t o b u i l d a f u t u r i s t i c

    c i t y f r o m s c r a t c h .

    Those plans were killed by the 1987 stock market crash, but a half mile

    south, organic growth was happening among the warehouses, garages,

    fringe nightclubs, and auto-repair shops of West Chelsea. The Kitchen, a

    legendary performance-art venue, had relocated from SoHo to West 19th

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    https://en.wikipedia.org/wiki/Pennsylvania_Station_(1910%E2%80%9363)https://placesjournal.org/article/john-lindsay-adventure-playground-new-york/
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    in 1986, followed by the Dia Art Foundation, and then by trailblazing

    gallerists like Matthew Marks, Barbara Gladstone, Andrea Rosen, and

    Lawrence Luhring. As Chelsea emerged as the citys new contemporary

    art hub, entrepreneurs toyed with the idea of building a new Yankee

    stadium above the rail yards. Then came the economic boom of the

    1990s and the growth of the Silicon Alley tech corridor. A collective of

    business, labor, and academic leaders known as the Group of 35 saw a need

    for more office space in Midtown and planned to annex the Far West Side.

    Here our story crashes into Daniel Doctoroff, the man who gave Hudson

    Yards its name. Youll be seeing a lot of him in 2016. Hes the head of

    Sidewalk Labs, a startup company owned by Alphabet (ne Google) that

    reportedly wants to build a futuristic city from scratch, as a test ground

    for experimental technologies. Back in the 90s, he was a private equity

    investor who pitched the idea of rebuilding far-west Manhattan around a

    Stadium of Dreams that could attract the Olympic Games and later

    house the Jets football team. Incoming mayor Michael Bloomberg

    recruited Doctoroff as his deputy for economic development, and the

    two pushed the sports complex and surrounding development as

    probably the single most important economic project that New York City

    has undertaken in decades.

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    http://nymag.com/nymetro/realestate/urbandev/features/9307/
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    Failed proposal for the NYC 2012 Olympics stadium at Hudson Yards. [Kohn Pedersen Fox]

    That dream burst in 2004, when the Regional Plan Association and local

    community board rejected the stadium. New York lost the Olympics bid to

    London, and concurrent proposals to expand the Javits Center and

    relocate Penn Station also failed. Yet the core vision of a redeveloped

    waterfront survived. As New York City weathered the Great Recession and

    its popular mayor was elected to a third term, Bloombergian urbanism

    was ascendant from Times Square to the White House. Hudson Yards was,

    Brash observes, the capstone of the Bloomberg administrations urban

    and economic development strategy and a microcosm of the strategy

    itself. Setting aside the Olympics stadium, the mayor promised to build

    the citys next great high-end office district.

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    B l o o m b e r g i a n u r b a n i s m w a s a s c e n d a n t f r o m T i m e s S q u a r e t o

    t h e W h i t e H o u s e .

    Many of the same people have been committed to the redevelopment of

    the rail yards, in one form or another, since the Lindsay years. Despite the

    obstinacy of the site, the failed projects blazed the way for future

    development, as first the eastern blocks and then the western blocks were

    rezoned from manufacturing to commercial and residential use. In 2008,

    after yet another development deal fell through, the MTA awarded a

    contract to the partners who now control the site, Related Companies and

    Oxford Properties. They invested $400 million to build platforms over

    the tracks, and, in late 2010, broke ground on the first building: 10 Hudson

    Yards, the 52-story commercial office tower now ready to open its doors at

    30th Street and 10th Avenue.

    Throughout the decades of negotiations, the urban context has changed

    dramatically, with the flourishing of Hudson River Park, the renovation of

    the Javits Center, and the transformation of an elevated rail line into the

    wildly popular High Line Park. Early developers sought to demolish the

    northern section of the elevated track to make way for their own

    interventions, but the Friends of the High Line lobbied to save it, and we

    all know what happened next. When 10 Hudson Yards opens next

    month, it will be filled with tenants who see the park as an essential

    amenity. The tower was built directly on top of the High Line and

    designed to accommodate it, with a grand pedestrian passageway running

    through the base.

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    https://placesjournal.org/article/above-grade-on-the-high-line/
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    Hudson Yards redevelopment plan. [Kohn Pedersen Fox]

    E m b e d d e d S m a r t S y s t e m s

    Kohn Pedersen Fox, the architecture firm that master-planned thedevelopment and designed the towers at 10 & 30 Hudson Yards, has

    worked with Related and Oxford to incorporate multiple intelligences

    in the project. The plan itself reflects a calculus that balances profit with

    physics and geology. Because the complex topology of tracks and tunnels

    limits where engineers can embed caissons into the bedrock, only 38

    percent of the site can support construction, so developers have to

    maximize the usable area by building as high-density, and high-profit, as

    possible.

    C i r c u i t s a r e t h e n e w t o p o l o g y o f t h i s t e r r a i n , o n c e d o m i n a t e d

    b y t u n n e l s a n d t r a c k s .

    That calculus also includes public responsibility. One fourth of the

    residential units are designated for affordable housing (although skeptics

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    fret that affordable means studios and other housing unsuitable for

    families). Sustainable features include an efficient, Cogen-powered, on-

    site power-generation plant; energy management systems that calibrate

    use across the grid; household meters that provide real-time readings; and

    a thermal loop that ties together each buildings central plant, enabling

    them to exchange heat and chilled water. Environmental righteousness

    brings cost savings, too. The power plant is supposed to keep building

    services running through any disruption, whether brownout or

    superstorm.

    Circuits are the new topology of this terrain, once dominated by tunnels

    and tracks. Yet another mechanical loop a pneumatic-tube trash

    removal system by the Swedish company Envac will have separate

    circuits for recyclables, food waste (converted to fertilizer), and trash (fed

    into a central dehydrator). While such systems are environmentally

    smart they eliminate noisy, polluting garbage trucks; minimize

    landfill waste; and reduce offensive smells they also cultivate an out-of-

    sight, out-of-mind public consciousness. With disposal chutes on each

    floor of every building, garbage becomes more of a domestic aesthetic

    problem than an ecological concern. Perhaps the designers could

    provide a peek into the trash-collection system so that visitors can both

    marvel at its efficiency andreflect on their own contributions to thechallenges of waste management.

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    Hudson Yards: Engineered City, promotional material from Related Companies. [PDF]

    The master plan also calls for a contextual intelligence that acknowledges

    Hudson Yardss relation to the city. The site, while marginal, should feel

    connected to the rest of Manhattan, and the buildings, while monolithic,

    should be deferential. The projects enormous physical presence will

    feel threatening, explained KPF principal William Pedersen, unless it is

    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-6.jpghttp://content.related.com/HYImages/2015-07/Engineered-City-Hi-Res.pdf
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    sculpted and creates responses that are very specific to context. Some

    of the buildings taper as they ascend; some lean toward one another;

    some, with lopped-off crowns, seem to tip their hats; some smooth their

    envelopes sharp angles into soft curves. Yet the renderings still

    demonstrate a great deal of luminous bravado.

    O n t h i s a r t i f i c i a l g r o u n d , e v e n t h e s o i l i s e n g i n e e r e d i t s

    t h e s m a r t e s t s o i l i n t o w n .

    Rather than pursuing a singular architectural vision, Related recruited a

    team of prominent designers, each charged with infusing his or her

    sensibility. As architecture critic Justin Davidson wrote in 2012, That

    approach emulates a sped-up version of New Yorks gradual, lot-by-lot

    evolution; the danger is that it can produce a jumble. Landscape

    designer Thomas Woltz faces an extraordinary challenge: his Public

    Square, the central plaza for the Eastern Yards, must knit together the

    buildings and negotiate vast disparities in scale. In an open space next to

    1,000-foot-towers, our tallest tree is going to be like an ant next to a tall

    mans shoe, Woltz said. Public Square will feature an entry garden, a

    canopying Pavilion Grove, a water feature, a massive interactive artwork

    by Thomas Heatherwick, and, according to the developers, a stonework

    installation recalling Manhattan geology the schist foundation upon

    which the complex floats, and into which its caissons are anchored. On

    this artificial ground, even the soil is engineered. The smartest soil in

    town is designed to drain efficiently and collect stormwater in a 60,000-

    gallon storage tank, which will be protected from the heat of subterranean

    trains by a network of tubes that circulate chilled liquid. Public Square is

    thus charged with calibrating a proper climate for plants, people, and

    buildings. As Davidson put it: its the node where the sites conflictingforces reveal themselves: the tension between public and private, between

    city and campus, between democratic space and commercial real estate.

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    http://www.nbwla.com/projects/boards/hudson-yards
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    Public Square, scheduled for completion in 2018. View south toward Culture Shed. [Nelson

    Byrd Woltz]

    The Public Square: The Smartest Park in Town, promotional material from Related

    Companies. [PDF]

    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-8.jpghttps://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-7.jpghttp://content.related.com/HYImages/2015-07/Landscape-Graphic-Horizontal.pdf
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    Culture Shed, scheduled for completion in 2019. [Diller Scofidio + Renfro / Rockwell Group]

    Cedric Prices unbuilt Fun Palace, 1961.

    Yet another mediating structure sits just south of the Square, adjacent to

    the High Line. Culture Shed, a 200,000-square-foot venue by DS+R and

    Rockwell Group, will serve as aKunsthallefor public and private exhibits,

    concerts, screenings, fashion shows, and trade events. The signature

    design element is a telescoping outer shell that can be extended over the

    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-10.jpghttps://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-9.jpghttps://en.wikipedia.org/wiki/Culture_Shed
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    adjacent lot, doubling the venues footprint for larger events. When the

    building is compacted, the side lot will be free for open-air programming

    and public use. Architect Elizabeth Diller has called it an open

    infrastructure that could take on any form of creative expression, at any

    time, at any scale. Its flexibility and openness and readiness to

    accommodate an array of electro-mechanical demands, Diller says,

    constitute myriad forms of intelligence. In that respect, it was inspired

    by Cedric Prices hypothetical Fun Palace(1961), a data-driven

    architectural machine that would calculate its users preferences and

    reconfigure itself to accommodate them. Though never built, Prices

    Palace, like the Shed, represents an experimental platform where data

    determines form.

    N e w Y o r k i n t h e A g e o f I n f o r m a t i c s

    Hudson Yards is thus marked by intersections: merging infrastructures,

    political-economic interests, operational logics, publics (ideally) and

    urban imaginaries. According to Brash, the Bloomberg Way embraced

    two distinct imaginaries: a corporate city, with the mayor as CEO and the

    city as a unified corporate entity, a brand; and the city as a luxury

    product, an elite, meritocratic realm. The Yards embodies both.

    Other stakeholders have different hopes for the development: they see it

    as the northern anchor of a vibrant cultural district (moored at the south

    by the new Whitney Museum); as a workshop for smart, sustainable

    construction methods; as a mixed-use neighborhood drawing diverse

    publics to its offices, residences, shops, restaurants, and cultural facilities.

    The metaphors begin to pile up. Hudson Yards is conceived as an

    interface, as a mixing chamber, a test-bed. How will these competing

    visions be reconciled on the ground? Not easily is my guess, since they areborn of different ideologies and epistemologies.

    H u d s o n Y a r d s i s c o n c e i v e d a s a n i n t e r f a c e , a s a m i x i n g

    c h a m b e r , a t e s t - b e d . H o w w i l l t h e s e c o m p e t i n g v i s i o n s b e

    r e c o n c i l e d o n t h e g r o u n d ?

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    http://www.cca.qc.ca/en/collection/283-cedric-price-fun-palace
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    In a recent article, Neil Brenner and Christian Schmid identified three

    urban age discourses that shape our current episteme. Urban

    triumphalism, as championed by economists like Edward Glaeser, regards

    the city as an engine of innovation and civilization and prosperity.

    Sustainable urbanismimagines cities as hotbeds of resilience and

    environmental consciousness. Finally, technoscientific urbanismreflects a

    neopositivist return to postwar systems thinking and centralized

    planning; it is especially visible in the discourse around smart cities,

    which regards the intelligence generated from spatial sensing and data

    analysis as a fix for perennial urban problems.

    Bloombergianism draws from all three discourses; in fact, it represents

    their greatest synthesis. As Brash explains, the mayors so-called

    pragmatism redefined complex urban issues as a set of problems to be

    solved via the application of technical knowledge and evaluated via

    quantitative measurement. He liked policies with measurable

    outcomes. Yet while Bloombergs advocacy for Hudson Yards depended on

    numbers cost/benefit analyses, revenue projections, square-footage

    counts Brash argues that it was also rooted in fantasy. In selling a vision

    of the future city, the mayor asked developers, and New Yorkers at large,

    to take a leap of faith.

    Bloombergs belief in the power of data shaped his initiatives. In 2010, he

    launched theApplied Sciences NYCprogram, inviting top research

    institutions to submit proposals to build new applied science and

    engineering campuses in New York, with funding and land provided by the

    city. The program was designed not only to enhance educational

    offerings but also to generate innovative ideas that can be

    commercialized, catalyzing hundreds of spinoff companies and increasing

    the probability that the next high-growth company a Google, Amazon,or Facebook will emerge in New York City. The city had already

    spawned Esty, Tumblr, and Foursquare, but to fully exploit its established

    industries finance, media, advertising, real estate it would need to

    expand its science and engineering sector.

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    http://www.nycedc.com/project/applied-sciences-nyc
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    Recruitment poster for prospective graduate students, 2013. [Center for Urban Science

    and Progress]

    The first award, in 2012, went to Cornell University and the Technion-

    Israel Institute of Technology for a joint campus on Roosevelt Island. A

    few months later, the mayor announced a second award, for New York

    Universitys Center for Urban Science and Progress, a research center in

    Downtown Brooklyn. Since then, CUSP has become the hub in a large

    network of international collaborators that includes universities

    (Carnegie Mellon, CUNY, University of Toronto, University of Warwick,

    and the Indian Institute of Technology, Bombay); tech, design, utility, and

    defense companies (IBM, Microsoft, Xerox, Cisco, Consolidated Edison,

    Lutron, National Grid, Siemens, AECOM, Arup, IDEO, and Lockheed

    Martin, all of whom provide financial support); and city agencies

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    https://placesjournal.org/wp-content/uploads/2016/04/mattern-hudson-yards-12.jpghttp://cusp.nyu.edu/
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    (departments of city planning, design and construction, buildings,

    environmental production, parks and recreation, and transportation; the

    MTA; the Port Authority; fire and police).

    C U S P w a n t s t o i n s t r u m e n t N e w Y o r k C i t y a n d t r a n s f o r m t h e

    c i t y i n t o a l i v i n g l a b o r a t o r y a n d c l a s s r o o m .

    Call it the academy-industry-government complex. CUSPs intermodal

    teams use city data urban informatics to address challenges related

    to infrastructure, energy use, pollution, noise, transportation, public

    safety, public health, and so on, and thereby help cities around the world

    become more productive, livable, equitable, and resilient. They start by

    focusing on problems close to home and then seek to scale up solutions

    that can be applied globally: CUSP will instrument New York City and use

    existing data from network agencies to transform the city into a living

    laboratory and classroom. Instrument. What a remarkable verb.

    I first wrote about CUSPs methodsforPlacesin 2013. Earlier that year,

    director Steven Koonin had written, it is now not a fantasy to ask if you

    could know anything about a city, what do you want to know and to

    ponder what could be done with that information. In the era of Big

    Data, nearly everything can be measured, and that data can probably be

    used to optimize something. More recently, deputy director Constantine

    Kontokosta has insisted that CUSP does not put the data before the horse.

    Whereas some scientists adopt the attitude, We have so much data, lets

    just correlate it all, analyze it all, and see what interesting patterns we find

    and respond to them, he says that CUSP researchers take the opposite

    approach: Lets think of the important, interesting questions and then

    find the data we need. Those important questions, according to

    Kontokosta, are shaped by collaborations with social scientists who focus

    on issues such as social equity and justice. On its website, CUSP claims

    that its work is ultimately about people, i.e. the customers and operators

    of urban systems, and that its mission is to understand them and their

    behavior. In this universe, citizens relate to their city by consuming

    and administering its systems, and by serving as sources of measurable

    behavioral data.

    H u d s o n Y a r d s a s O p e n - A i r U r b a n L a b

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    H u d s o n Y a r d s a s O p e n - A i r U r b a n L a b

    As the Bloomberg administration cultivated these centers of innovation

    on Roosevelt Island, in Downtown Brooklyn, and later at Columbia

    University and the Brooklyn Navy Yard it was easy to see a role for

    Hudson Yards. Here was an unprecedented opportunity to rewire a large

    plot of land, to create, tabula rasa, a test-bed of urban intelligence thatwould align the citys new data science industry with its expertise in

    finance, real estate, design, and structural and civil engineering. In April

    2014, CUSP announced that it would partner with Related and Oxford to

    develop Hudson Yards as a unique experimental environment for

    testing new physical and informatics technologies and analytics

    capabilities. Kontokosta would lead the initiative.

    H u d s o n Y a r d s w a s a n u n p r e c e d e n t e d o p p o r t u n i t y t o r e w i r e a

    l a r g e p l o t o f l a n d , a l i g n i n g t h e c i t y s n e w d a t a s c i e n c e

    i n d u s t r y w i t h i t s e x p e r t i s e i n f i n a n c e , r e a l e s t a t e , d e s i g n ,

    a n d s t r u c t u r a l a n d c i v i l e n g i n e e r i n g .

    There are many other U.S. cities Austin, San Francisco, Los Angeles, and

    Chicago among them that are integrating smart technologies intoexisting architectures in order to improve efficiency, safety, health, and

    resilience. New York has other programs, too: a network of sensors,

    video cameras, and EZ Pass readers that monitor traffic congestion in

    Midtown; water meters that wirelessly report leaks; solar-powered trash

    compactors that alert sanitation workers when they are full; rooftop noise

    sensors that detect the acoustic signature of gunshots and help agents

    geolocate their origins. And theyre making money. The NYPDs Domain

    Awareness System, which links surveillance cameras, license plate

    readers, radiation and chemical monitors, and police files, has been sold

    to other law enforcement agencies and has yielded profit for both New

    York and its partner Microsoft. The federal governments Smart Cities

    Initiative, launched last fall, aims to fund new programs in the areas of

    civic technology, cybersecurity, transportation, broadband infrastructure,

    and more.

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    And while other sites around the world Songdo, South Korea; Masdar,

    United Arab Emirates; Lavasa, India have purportedly built smart

    from the start, Hudson Yards offers the first opportunity in the United

    States to build, from the ground up, the most connected, measured, and

    technologically advanced digital district in the nation. Its new steel

    and concrete structures will serve as scaffolding for the installation of a

    future-proofed fiber-optic loop, as well as rooftop satellite, digital

    antennae, and wireless responders that provide tenants with super-fast

    connectivity without dead zones. The massive platforms and sidewalks

    and building facades offer seemingly boundless surface-area for

    embedded technology such as environmental sensors, sub-metering and

    building data-capture systems, and devices linked to the Internet of

    Things. Modeling software will process data on pedestrian flow, traffic,

    indoor and outdoor air quality, energy production and consumption,

    waste streams, and citizens health and activity levels. Residents and

    workers equipped with tracking apps and smartphone sensors will enjoy

    an interactive, data-driven experience, and developers can use the

    harvested data to improve operational efficiencies, productivity, and

    quality of life to build a community thats more livable, equitable, and

    resilient. So the story goes.

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    Construction of the platforms over the rail yards in 2015. [Patrick Cashin / Metropolitan

    Transportation Authority]

    T h e P o l i t i c s o f N u m b e r s

    But how to operationalize and then quantify and optimize such

    fuzzy qualities? What constitutes livability or equity? Why the

    unquestioned supremacy of efficiency? Are allthings better when theyrequick and easy? Sustainability (that buzzword-of-yore supplanted in

    some circles by the more gritty resilience) has really been a measurement

    problem, according to Kontokosta. The solution is to capture a

    broader array of measurements, a richer assemblage of data streams

    data from the environment, data from physical systems, data about

    human behavior in order to better understand urban ecosystems.

    CUSP is particularly interested in how physical spaces and environmental

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    conditions shape human activity. How, for example, do noise, air

    quality, and social interactions correlate with educational achievement?

    At a granular level, how does the use of Public Square relate to measures of

    health? Koonin predicts that all this cross-referencing and collation will

    produce new disciplines. Well see the rise of human-centered civil

    engineering and wider applications of quantitative design.

    T h e t r o u b l e w i t h m o d e r n t h e o r i e s o f b e h a v i o r i s m , H a n n a h

    A r e n d t w a r n e d , i s n o t t h a t t h e y a r e w r o n g b u t t h a t t h e y c o u l d

    b e c o m e t r u e .

    While data science itself is an interdisciplinary practice, the translation of

    data into built form requires collaboration among an even larger field of

    actors, many of whom bring wildly disparate values and preconceptions.

    Think of all the earthmoving that has to happen, or the negotiation with

    labor unions. These are not activities that can be easily data-fied. And not

    everyone in this larger field of actors shares Kontokostas concern with

    putting important questions before data collection and analysis. Real-

    estate developers and governments focus on measurable outcomes. They

    need numbers to inspire confidence in potentially risky investments, and

    to systematically guide their planning and implementation. I dont knowwhat the applications might be, admits Relateds Jay Cross, but I do

    know that you cant do it without the data. Thats a dangerous

    approach, argues sociologist Will Davies, as theoretical presuppositions

    and hypotheses can allegedly be abandoned, along with notions of

    causality, in favor of blanket surveillance of everyday life. Then its all

    about data-capture and pattern-spotting and behaviorist explanations.

    Built environments and technical systems are presumed to inform human

    behavior, and data about that behavior is fed back into the environment to

    alterfuturehuman behavior. Its B. F. Skinner with sensors.

    Within this model, people do possess agency, but their actions are framed

    by their roles as consumers and generators of data. What about

    human activities that cannot be observed? What about all those potential

    behaviors that are never enacted, and thus never measured, because the

    physical space or its regulation prohibits them or because ones

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    subjectivity proscribes a repertoire of possible behaviors? What about

    other modes of action, other means by which people perform their urban

    citizenship? How will the new methods of measurement and planning

    inform what it means to be a citizen in a quantitative community?

    The trouble with modern theories of behaviorism, Hannah Arendt

    warned in 1958, is not that they are wrong but that they could becometrue that the very instruments used to measure behavior are indicative

    of, and constitutive of, societies of automatism and sterile passivity.

    The data we generate, based on determinist assumptions and imperfect

    methodologies, could end up shaping populations and building worlds in

    their own image.

    Pedestrians outside the Hudson Yards subway station? Or automatons in a behavioral

    experiment? Jennifer Gabrys critiques the rituals of smart citizenship.

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    Sustainability is a common value in smart urbanism and a selling point for

    residents hoping to live mindfully and ethically in their LEED Gold

    apartment buildings. But what does that really mean? Media scholar

    Jennifer Gabrys argues that people enact their citizenship or

    empirically behave like citizens by installing smart thermostats in

    their homes, depositing trash in the appropriate chutes, monitoring air

    quality and noise levels while they walk the dog, and FitBitting their way

    to good health. Through this self-monitoring (and the voluntary provision

    of personal data to some central repository), they presumably learn to

    make informed and responsible choices, to alter their behavior when

    necessary, and to contribute to the collective sustainability effort. Smart

    citizenship, Gabrys says, is thus equated with monitoring and managing

    ones relationship to the urban environment operationalizing the

    cybernetic functions of the smart city rather than with exercising

    rights and responsibilities or advancing democratic engagement

    through dialogue and debate, as Arendt would prefer.

    P e o p l e b e h a v e l i k e c i t i z e n s b y i n s t a l l i n g s m a r t t h e r m o s t a t s

    i n t h e i r h o m e s , d e p o s i t i n g t r a s h i n t h e a p p r o p r i a t e c h u t e s ,

    a n d F i t B i t t i n g t h e i r w a y t o g o o d h e a l t h .

    If we were to measure the behavior of these citizen-sensors as an index of

    their engagement with the city, wed find that their actions are limited, as

    Arendt foretold, by the instruments that render those actions visible and

    worth accounting for. The result is a passive, somewhat egocentric notion

    of citizenship even an automatedperformance of citizenship, wherein

    self-managing environmental technologies can override citizens if they

    do not perform in accordance with the rules which restricts

    peoples ideas about civic action, delimits the rights to the city to

    which they feel entitled, and shapes their imagination about what a city is

    and can be.

    Whats more, Gabrys says, the very responsiveness that enables citizens

    to gather data often doesnt let them meaningfully act upon the data

    gathered, since this would require changing the urban system in which

    they have become effective operators. While some models of smart

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    urbanism embrace the tools of e-government report-a-pothole apps,

    for example, or community planning software they typically lack any

    means of accommodating user input that challenges the underlying

    principles and ideologies of the tools. Civic engagement platforms, in

    their promotion of transparency and efficiency, tend to obscure the

    politics of pervasive surveillance and offer no means for citizens to

    question the goals of growth and progress (i.e., neoliberalism), or to

    trace the spread of what Shoshanna Zuboff calls surveillance capitalism.

    Jathan Sadowski and Frank Pasquale follow this logic to its conclusion:

    Anybody who wishes to ask critical questions about the future, let alone

    actually constrain and slow down technological development, is de facto

    extinguishing an exploding economy and standing in the way of a

    (supposedly) democratizing force.

    Y o u c a n n o t c o s h a p e a p a i n s t a k i n g l y e n g i n e e r e d , s h r e w d l y

    f i n a n c e d , a l g o r i t h m i c a l l y - t u n e d , m a s t e r - p l a n n e d

    e n v i r o n m e n t d e s i g n e d t o p r e v e n t y o u f r o m i n f l u e n c i n g i t .

    Proponents of values-driven design advocate that citizens be involved in

    co-designing the technology that shapes the environments they live in

    and structures their everyday lives. Yet, as The New Republics ChristineRosen notes, You cannot coshape an environment particularly a

    painstakingly engineered, shrewdly financed, algorithmically-tuned,

    master-planned environment designed by others to prevent you from

    influencing it. Arethere opportunities for meaningful citizen

    participation in creating the smart technologies that will define Hudson

    Yards? And what about the visitors? What about the conscientious

    objectors? What about the residents who lack the tools for participation

    smart devices or technological smarts and who are thus subjected

    to the citys monitoring without being able to monitor back?

    I posed these questions to Related and CUSP. Representatives from both

    organizations indicated that theyre still in the planning phases for the

    quantified community, and they cant share concrete details.

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    10 Hudson Yards, under construction in 2014. View from the High Line. [Steven Severinghaus]

    D a t a S t r e a m s a s U r b a n I n f r a s t r u c t u r e

    While much of the data at Hudson Yards will be drawn from building

    systems and connected devices, people themselves constitute another

    valuable data source. CUSP has repeatedly stated that residents and

    visitors will not be tracked unless they opt in to the anonymous collectionof personal data from home sensors and smartphone apps. In 2014, a

    senior official at Related proposed that residents might be incented to

    opt-in in exchange for services, but when I reached out last month,

    the company declined to comment on how that might work. Its not

    exactly reassuring to hear CUSP researchers tell The New York Timesthat

    the conditions under which people will feel comfortable sharing their

    personal information will be another subject for experiment. For

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    most researchers working with human subjects, consent, privacy, and

    confidentiality are critical values. Its not clear that the rules of the game

    are the same at Hudson Yards. Kontokosta toldFast Companythat todays

    urbanites have come to demand services and conveniences that require

    they get comfortable with greater surveillance and instrumentalization.

    If data collected at Hudson Yards is subject to loosely regulated mining,what about the data as aphysical resource, which will require a material

    infrastructure for its storage and management? It seems thats another

    test bed. As Kontokosta recently explained toBisnow:

    We havent seen this type of comprehensive data effort in an urban

    development before. There will be a lot of challenges dealing with

    the fire hose of data this is going to unleash, but were hoping this will

    eventually become a model for how cities think about this type of

    informatics infrastructure going forward.

    Thats not much clearer than what we heard two years ago from Relateds

    senior vice president of operations. Thad Sheely surmised that the data

    would be stored in the cloud (where?) and managed by an outside

    information technology company (perhapsHudson Yards tenant SAP?):

    Basically, well be the funnel and collect the data so they can put [the

    information] though their spin cycle in the cloud, and then provide

    an interface for us to be able to access the information. That way,

    we wont need to have a big server farm on campus.

    Again, neither Related nor CUSP would confirm speculations about that

    spin cycle in the cloud. But if an off-site model is realized, the physical

    systems that make the development smart its tubes and cables andservers will presumably be hidden away like all the other circuits.

    Whats left? A deceptively clean, shallow interface to the Hudson Yards

    operating system, whose physical architecture, algorithmic operation,

    and security we know very little about.

    T h e c o n d i t i o n s u n d e r w h i c h p e o p l e w i l l f e e l c o m f o r t a b l e

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    s h a r i n g t h e i r p e r s o n a l i n f o r m a t i o n w i l l b e a n o t h e r s u b j e c t

    f o r e x p e r i m e n t .

    Geographer Rob Kitchin has identified issues that governments and

    developers must address in order to ensure the privacy, protection, and

    security of data, which he takes to be critical rights in the smart city notsubjects for experimentation. New Yorkers would do well to familiarize

    themselves with these recommendations, which include building

    privacy-by-design into technologies; offering education about data

    security; forming a smart-city oversight committee to monitor

    governance, ethics, privacy, and security; empowering a compliance team

    that works across city departments and contractor companies; and

    charging a cybersecurity emergency response team. Implementing

    Kitchins recommendations in New York could enable the benefits of

    smart cities and urban big data to be realized, while promoting fairness

    and equity, and protecting citizens (and the city itself) from harm.

    Ill go a step further than that. The politics of data, and the materiality of

    its infrastructure, could be made legible or senseable within the

    landscape. Just as I suggested earlier that Hudson Yards designers might

    offer a peek into mechanical systems like the trash chute, there could also

    be civic education to inform residents and visitors about what makes the

    community so smart and about their own potential for managing the

    uses of the data they generate. A public library would be an ideal

    venue for such public pedagogy, and for providing an interface to and

    guiding patrons use of open data provided by Hudson Yards and the

    city government. Further, we need to ensure that public institutions and

    repositories have the resources to commit to the long-term maintenance

    of open, secure information infrastructures. That is especially important

    in cities powered by commercial IT and dependent on proprietary

    platforms. History shows that commercial partners tend to value

    innovation-driven obsolescence, exclusive contracts, and the

    monetization of user data; rather than resilience, interoperability,

    equitability, and discretion.

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    A woman admires the Hudson Yards logo on a mobile device in the penthouse at 15 Hudson

    Yards, scheduled for completion in 2018. [Diller Scofidio + Renfro / Rockwell Group]

    F r o m P e n t h o u s e t o S i d e w a l k ( L a b s )

    Lets pause now to consider what we know about the community forming

    on the Far West Side. At 10 Hudson Yards, opening soon, tenants will

    include the luxury fashion retailer Coach, cosmetics company LOreal,digital marketers VaynerMedia, Boston Consulting Group, and the

    software and data analytics company SAP. Next year, a second tower

    opens at 55 Hudson Yards, designed by KPF/Kevin Roche; the first

    confirmed tenant is the law firm Boies, Schiller & Flexner. Opening in

    2018 are a 70-story apartment building by DS+R/Rockwell Group and a

    retail center by Elkus Manfredi that will feature more than one hundred

    shops, including New Yorks first Neiman Marcus store, and restaurants

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    curated by celebrity chef Thomas Keller. By 2019, Culture Shed will

    begin hosting events. David Childs of Skidmore, Owings & Merrill will

    unveil a mixed-used building anchored by an Equinox hotel and fitness

    club. And KPF will open a 90-story tower with tenants who are moving

    from the Time Warner Center at Columbus Circle, including HBO,

    CNN, Oxford Properties, and Related Companies; as well as the

    investment bank Wells Fargo Securities and at least one private equity

    firm. The year 2020 will bring the highly symbolic regime change of a

    62-story office tower replacing the McDonalds at 34th Street and 10th

    Avenue. After that comes a second phase of development, at the Western

    Yards, which will emphasize residential use; among its seven apartment

    buildings and one public school, there is one office building.

    T h i s i s a l a n d o f l u x u r y a n d l o g i s t i c s , f i t n e s s a n d f i n a n c e ,

    m a r k e t i n g a n d m e d i a , c o u t u r e a n d c u r a t i o n , f i n e - d i n i n g a n d

    d a t a a l l s i t u a t e d a m i d s t a b u n d a n t o p e n s p a c e .

    What does that tell us? This is a land of luxury and logistics, fitness and

    finance, marketing and media, couture and curation, fine-dining and data

    all situated amidst abundant open space, including not only Public

    Square and Culture Shed, but also Hudson Park & Boulevard, a four-acregreen space that will extend past the northern border up to 39th Street.

    While some early boosters imagined Hudson Yards as an annex of the

    Midtown business district, the current developers have a more specific

    image in mind: Silicon Alley West. Relateds agents have aggressively

    pursued tech start-ups, figuring that the resilient micro-grid and frontier

    location will be a draw. There is even interest in growing a full-time tech

    incubator on site.

    Any day now, Sidewalk Labs an urban innovation accelerator will

    move into the 26th and 27th floors of 10 Hudson Yards. Perhaps they are

    already there. Right beside them will be Intersection, a Sidewalk

    subsidiary formed last year after the acquisition of Control Group, a tech

    and design firm, and Titan, an outdoor advertising company. Intersection

    has already made its presence felt around the city by transforming New

    Yorks 8,000-plus payphones into Links, ad-supported pylons that

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    feature super-fast WiFi, free calls, and charging stations. (Among

    the crucial questions for privacy and security: will the Links become

    nodes in the NYPDs Domain Awareness System?)

    LinkNYC kiosks installed last month in Manhattan. [Edward Blake]

    Sidewalk Labs, remember, has a deep connection to the once-

    unprogrammable terrain of the Far West Side. Chief executive Daniel

    Doctoroff is the Bloomberg ally who recoded the territory as Hudson

    Yards. Given the neighborhoods many evolutionary phases, whose

    histories are carved into the landscape here, it is fitting that Sidewalk now

    positions itself as an ambassador of the new infrastructural age. The

    company tells its own version of urban history: After the steam

    revolution, the electricity revolution, and the automobile revolution, all of

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    which made their marks here, comes a digital revolution characterized by

    ubiquitous connectivity, sensors, location-based services, social

    networks, advanced computing power, the ability to analyze data, and new

    design and fabrication technologies like 3-D printing and robotics that

    promise to solve our pressing urban problems, to promote efficiency

    and adaptability, to build urban community and give people a greater

    sense of personalization. Is that what weve been missing all this time?

    A greater sense of personalization?

    S i d e w a l k L a b s a i m s t o b r i d g e t h e g a p t h a t t y p i c a l l y d i v i d e s

    u r b a n i s t s a n d t e c h n o l o g i s t s , e m b r a c i n g a s e t o f p r i n c i p l e s

    a n d u r b a n i m a g i n a r i e s t h a t e x t e n d b e y o n d t h e B l o o m b e r g

    c o n s e n s u s .

    While established smart-city players like Cisco and IBM peddle top-down,

    master-planned solutions, Sidewalk Labs presents itself as a fresh

    alternative, offering platforms (theres that ubiquitous, seemingly

    innocuous metaphor) that users can plug into. Undergirding those

    platforms is the entire Alphabet apparatus: the largest pool of capital in

    the world focused on urban innovation; a deep knowledge of how cities

    work, informed by the companys vast store of urban data, particularly

    regarding urban mobility; a commitment to privacy and world-class

    security; the leaders trust-based relationships with city governments

    and major companies; and their confidence to work with, through, and

    sometimes aroundexisting institutions and regulatory structures in

    order to bring its products to market (italics mine). That foundation

    rivaling the Yardss two massive platforms in the concentration of

    funding, deal-making, and engineering required for its construction

    equips Alphabet and Sidewalk Labs to build, deploy, and service any

    digital technology in the physical world, which they can then test at

    scale and offer on a subscription, fee, or commission model to private

    parties or governments anywhere. Are you worried yet? Or thrilled?

    Such a wealth of resources, and such hubris, might imply a narrowly

    technocratic approach to urban betterment, but Sidewalk Labs aims to

    bridge the gap that typically divides urbanists and technologists (a

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    chestnut roasted often in company presentations). It embraces a set of

    principles and urban imaginaries that overlap with and extend beyond the

    Bloomberg consensus. While Sidewalk, like Bloomberg, recognizes cities

    as engines of opportunity and actively seeks business opportunities, it

    also, like CUSP, asserts that cities are ultimately about people, and that

    cities must adapt to the needs (and behaviors) of their citizens. Further,

    Sidewalk explicitly addresses the ethical dimensions of urban living and

    urban design. Its website highlights the importance of fostering

    interactions, planned and spontaneous, among urban citizens; cultivating

    shared values and promoting equity, inclusion, and diversity; and

    accepting the critical responsibility to facilitate coordination without

    control. That last bullet is especially tricky in this new world of

    ubiquitous surveillance and algorithmic governance. Doctoroff has

    spoken about the need to keep the virtuous cycle going (remember:

    dont be evil; do the right thing!) to maintain quality of life, protect our

    privacy, keep us safe, and address equity while still maximizing profit.

    71

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    App concept from a company presentation. [Sidewalk Labs]

    Although committed to a code of ethics that emphasizes local concerns

    and citizen empowerment, Sidewalk Labs aims big. Working at an

    ambitious scale enables the team to model the interrelationships among

    seemingly disparate urban challenges. For example: the availability of

    transportation affects where people choose to live, which affects housing

    prices, which affects quality of life. Data-capture and pattern-spotting

    show potentially actionable correlations. Solving problems is then a

    matter of building the right relationships with partners and stakeholders,

    and developing the right technologies.

    What urban realities could those technologies effect? Sidewalk talks in the

    present tense, as if the goals have already been realized:

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    Modern, affordable housing is enabled by performance-based code,

    advanced materials, and new and ownership models.

    Digital mobility systems can manage limited road space to improve

    transportation equity and air quality.

    Personalized social services can deliver measurable health outcomes

    while maintaining individual privacy.

    Distributed energy management uses new business models,

    renewable energy, and smarter storage to improve sustainability.

    After Doctoroffs own battles with zoning and building codes, its no

    surprise that he emphasizes the potential of performance-based codes.

    In a world in which we can monitor things like noise or vibrations, he

    wonders, why do we need to have these very prescriptive building codes

    that only change once every several decades? It inhibits the transfer of

    land so we end up having very restrictive uses. He holds that owners

    and residents should be allowed to behave as they please in their

    apartments and neighborhoods, so long as they dont exceed certain

    thresholds, and that a regulatory system built on sensors and automatic

    monitoring would produce more vibrant, mixed-use neighborhoods and

    enhance the free flow of property, which lowers costs. Of course, suchmodels presume that the key variables that codes and zoning are designed

    to regulate peoples health, safety, and welfare; property value, orderly

    development, and community character are objectively measurable and

    enforceable. Neighborly behavior has a number.

    S u c h m o d e l s p r e s u m e t h a t t h e k e y v a r i a b l e s t h a t c o d e s a n d

    z o n i n g a r e d e s i g n e d t o r e g u l a t e a r e o b j e c t i v e l y m e a s u r a b l e

    a n d e n f o r c e a b l e . N e i g h b o r l y b e h a v i o r h a s a n u m b e r .

    And given Alphabets investment in self-driving cars, its no surprise,

    either, that Sidewalk is focusing on urban transportation. Last month, the

    federal Department of Transportation announced that finalists in its $40-

    million Smart City Challenge will partner with Sidewalk Labs to develop a

    traffic management system calledFlow, which will use anonymized data

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    from mobile apps like Google Maps and Waze, along with sensors on the

    street and eventually (we can assume) in Alphabets cars, to help

    commuters and city governments monitor and manage traffic patterns.

    Flow will spot areas and sources of congestion, model the impact of

    altered or expanded transit routes, coordinate ride shares, and perhaps

    even identify zones underserved by public transit. LinkNYC will feed

    data into the system, too, directing drivers to available parking,

    recommending detours around traffic jams, and routing self-driving cars

    through the streets. The kiosks may someday serve as digital

    stethoscopes, monitoring flows of people, commercial activity, and

    garbage removal, and perhaps inciting service or policy changes; and

    as notice boards, flagging table openings at neighborhood restaurants

    or warning of service delays at the nearest subway. Well be doing

    Developer Days, making APIs, said Intersections chief innovation officer.

    The city as platform, finally realized.

    The winner of the Smart City Challenge, to be announced in June, will get

    not only a Department of Transportation grant but also a license to

    Flow and 100 free Links. The result: an ingenious vertically-integrated

    system, with Alphabet managing city streets from A to Z from individual

    automobiles and commuters navigational systems to transit informatics

    and the hardware that enables data-capture and transfer. The onlycommuters out of the loop (and off the map) will be those who arent

    plugged into Alphabets platforms and products. And at Hudson Yards, the

    street design will make it clear who the intended users are. Justin

    Davidson surmises that street activity will be managed via drop-off lanes,

    so the limos are taken care of. But how to manage the shopping-cart

    pushers and skateboarders and fellow misbehavers? Sidewalk Labs did

    not respond to my inquiries.

    76

    77

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    Rendering of Hudson Yards towers with Zaha Hadids 520 W. 28th and the High Line. [Related

    Companies]

    T h e I n s t r u m e n t a l C i t y

    If you happen to be in New York next month, stop and look up at the new

    building straddling the High Line. Whatevers brewing on the 27th and

    28th floors, its going to be big. Sidewalks new leadership, announced inFebruary, includes former heads of key divisions at Google maps,

    shopping, machine intelligence as well as Bloomberg allies with deep

    experience in planning and development. Joining Doctoroff in the C-suite

    are Rit Aggarwala, who designed Bloombergs PlaNYC sustainability

    program, and Josh Sirefman, who helped build Cornell Tech on Roosevelt

    Island. The company is hiring machine vision and simulation experts as

    well as city leads focused on municipal processes like health and human

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    services, public safety, and criminal justice. Presumably, these are the

    urban sectors it aims to optimize. As recently as last month, Sidewalk Labs

    was also recruiting a product lead for citizen experiences.

    T h e s e - m o d e r n d a y H a u s s m e n n h a v e t a m e d t h e i r w e s t e r n

    f r o n t i e r , s u n k m o u n d s o f c a p i t a l i n t o a b u r i e d r a i l b e d ,

    f i n e s s e d t h e z o n i n g a t t h e D e p a r t m e n t o f B u i l d i n g s , a n d n o w

    i n t e n d t o u s e t h e i r n e w w e a p o n d a t a t o r e v o l u t i o n i z e

    t h e o l d u r b a n r e g i m e .

    When Doctoroff, surrounded by his old Bloomberg compatriots and new

    Alphabet colleagues, looks down upon the construction at Hudson Yards,

    he must feel that his Olympic dreams, long deferred, have been fulfilled recast, rebranded for our new age of algorithmic ambition. The developers

    and financiers and data-managers will behold the same scene. These-

    modern day Haussmenn have tamed their western frontier, sunk mounds

    of capital into a buried rail bed, finessed the zoning at the Department of

    Buildings, and now intend to use their new weapon data to

    revolutionize the old urban regime. Theyll remake the infrastructures

    that have been entangled at the Yards; theyll overlay a new topology of

    circuits and data flows atop the train tracks and tunnels. These Great Men

    this is a latter-day Power Broker story, after all will have successfully

    united New Yorks powers in finance, real estate, design, marketing,

    engineering, technology, and now data science to construct a floating

    empire that blends allthe urban age discourses: triumphalism,

    sustainability, technoscientism. Theyll behold the city fully

    instrumented and instrumentalized, as an engine of data and profit.

    And fantasy. From the observation deck atop 30 Hudson Yards, projected

    to be the highest in the city, residents and visitors will look out upon a

    dream made manifest: a clean, efficient urban machine; a carefully

    curated cultural experience; a Keller-fed, Equinox-toned, Coach-clad

    populace; a sustainable urban ecosystem; a harmonious community that

    behaves in accordance with the rules; a city that plays by the numbers.

    Here, those modern theories of behaviorism, dear Professor Arendt, will

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    have become true.

    p j pp b .

    p bb .

    1. For a helpful overview of recent literature on smart cities, see Simon

    Marvin, Ands Luque-Ayala, and Colin McFarlane, Eds.,Smart Urbanism:

    Utopian Vision or False Dawn? (New York: Routledge, 2016).

    2. Technically, BIGs Spiral, on 10th Avenue, between 34th and 35th

    Streets, is one block north of the Hudson Yards site.

    3. John Cassidy, Bloombergs Game, The New Yorker, April 4, 2005, 56-67.

    4. Of course, data-driven urban planning has a long history. See Jennifer

    LightsFrom Warfare to Welfare: Defense Intellectuals and Urban

    Problems in Cold War America (Baltimore: Johns Hopkins University

    Press, 2005) and Mark Vallianatos, Uncovering the Early History of Big

    Data and Smart City in Los Angeles,Boom, June 2015.

    5. Julian Brash,Bloombergs New York: Class and Governance in the Luxury

    City (Athens: University of Georgia Press, 2011), 146.

    6. Brash, 48.

    7. David Halle & Elisabeth Tiso,New Yorks New Edge: Contemporary Art, the

    High Line, and Urban Megaprojects on the Far West Side (Chicago:

    University of Chicago Press, 2014).

    8. After six years in the mayors administration, Doctoroff returned to the

    http://www.boomcalifornia.com/2015/06/uncovering-the-early-history-of-big-data-and-the-smart-city-in-la/http://www.newyorker.com/magazine/2005/04/04/bloombergs-gamehttps://placesjournal.org/donatehttp://eepurl.com/ZUmrH
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    private sector to lead Bloomberg LP as President (2008-11) and CEO

    (2011-14).

    9. Quoted in Halle and Tiso, 215.

    10. Brash, 123.

    11. For more on Hudson Yards financing, which includes public tax

    incentives, consult Bridget Fisher, The Myth of Self-Financing: The Trade-

    Offs Behind the Hudson Yards Redevelopment Project, Schwartz Center for

    Economic Policy Analysis, Working Paper 2015-4 (New York: The New

    School, 2015). See also Halle and Tiso; Hudson Yards Development

    Corporation, Financial Incentives; and New York City Independent

    Budget Office, Citys Spending on Hudson Yards Project Has Exceeded

    Initial Estimates (April 2013).

    12. Halle and Tiso, 176. For more on the High Line, see Places articles

    including Phillip Lopate, Above Grade: On the High Line,Places

    Journal, November 2011.

    13. Patrick J. Kiger, Hudson Yards Rises Above the Rails, UrbanLand,

    October 6, 2014.

    14. The developers explain, If on a Sunday, air conditioning is needed for

    just a few occupants in an office building, it can come from the already-

    active retail center rather than powering-up the entire commercial

    towers cooling plant. See Related Companies brochure, Tomorrows

    City Today, as well as website pages on Sustainability and

    Infrastructure.

    15. Juliette Spertus and Benjamin Miller, Pneumatic Tubes for One New

    Yorks Trash, Urban Omnibus, August, 26, 2015. For more on pneumaticinfrastructures, see Shannon Mattern, Puffs of Air, in John Knechtel,

    Ed.,AIR, Alphabet City #15 (Cambridge: MIT Press, 2010), 42-56.

    16. Quoted in Kiger.

    17. Heres Pedersen again: We tried to design our buildings to respond to

    every aspect of the context around them. That responsiveness, that

    http://urbanomnibus.net/2015/08/pneumatic-tubes-for-one-new-yorks-trash/http://www.hudsonyardsnewyork.com/office/infrastructurehttp://www.hudsonyardsnewyork.com/office/sustainabilityhttps://onlinedocs.related.com/HYDocuments/HY_Press_HYPIS_FINAL_4-15-2014_1846.pdfhttp://urbanland.uli.org/planning-design/hudson-yards-rises-rails/https://placesjournal.org/article/above-grade-on-the-high-line/http://www.ibo.nyc.ny.us/iboreports/hudsonyards2013.pdfhttp://www.hydc.org/html/project/financial.shtmlhttp://www.economicpolicyresearch.org/images/docs/research/political_economy/Bridget_Fisher_WP_2015-4_final.pdf
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    gesturing, the sense that there is dialogue between buildings, is really the

    essence of what we are trying to do. With 10 Hudson Yards sloping

    towards the Hudson River and 30 Hudson Yards gesturing toward the 7-

    train subway station, we are creating a type of dance. See David Moin,

    Stephen M. Ross Discusses His Vision for Hudson Yards, Womens Wear

    Daily, March 10, 2016.

    18. Justin Davidson, From 0 to 12 Million Square Feet,New York, October 7,

    2012.

    19. Quoted in Davidson.

    20. Hudson Yards Press Kit, January 27, 2016.

    21. Cynthia Davidson, Moving Parts: A Conversation with Elizabeth Diller,

    Log 36 (Winter 2016), 52.

    22. Brash, 17.

    23. For more on urban test beds, see Orit Halpern, Jesse LeCavalier, Nerea

    Cavillo, and Wolfgang Pietsch, Test Bed Urbanism,Public Culture25:2

    (2013): 272-306.

    24. Neil Brenner and Christian Schmid, Towards a New Epistemology of theUrban? City 19 (2015), 151-82. See also Henri Lefebvre, The Urban

    Revolution (Minneapolis: University of Minnesota Press, 2003 [1970]),

    191.

    25. Brash, 91.

    26. Applied Sciences NYC, Overview.

    27. For more, see Russell Hughes, The Internet of Politicized Things:

    Urbanization, Citizenship, and the Hacking of New York Innovation

    City,Interstices 16 (2016), 24-28.

    28. According to Michael Manfredi, architect of the Bridge co-location

    facility, Its about making connections between someone who might be

    working at Microsoft and some doctoral student who is working on ways

    of assembling information, and that rarely happens on an academic

    http://interstices.aut.ac.nz/ijara/index.php/ijara/article/view/211http://www.nycedc.com/project/applied-sciences-nychttp://content.related.com/Lists/HYNewsAndPress/Attachments/134/Hudson-Yards-Press-Kit-01.27.16.pdfhttp://nymag.com/homedesign/urbanliving/2012/hudson-yards/http://wwd.com/retail-news/retail-features/stephen-ross-hudson-yards-retail-related-cos-10387536/
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    campus. See Liz Stinson, Cornell Wants People to Collide on Its New

    NYC Tech Campus, Wired, July 1, 2015.

    29. CUSP website, About.

    30. Shannon Mattern, Methodolatry and the Art of Measure,Places

    Journal, November 2013. For a sustained critique of technoscientificurbanism, see also Mattern, Interfacing Urban Intelligence, Places

    Journal, April 2014, and Mattern, Mission Control: A History of the

    Urban Dashboard, Places Journal, March 2015.

    31. Steven Koonin, The Promise of Urban Informatics(The Center for Urban

    Science and Progress: 2013), 2.

    32. Quoted in Brian Libby, Quantifying the Livable City, CityLab, October

    21, 2014.

    33. CUSP website, Disciplines, Domains, and Projects.

    34. As the Applied Sciences NYC brief indicates, the city is focused on the

    potential commercialization of such knowledge. CUSP projects that its

    applied research, including the work of graduate students in its Applied

    Urban Sciences and Informatics degree and certificate programs, will

    generate $5.5 billion in economic activity, including nearly 200 spin-off

    companies and several thousand new job, within the first three decades of

    operation. Hughes observes that the recruitment of graduate researchers

    into such enterprises reflects the citys commitment to equip its students

    as tools for the 21st century digital economy. See Hughes, op cit., 26, and

    New York Economic Development Corporation, press release, April 23,

    2012.

    35. A few months after the CUSP announcement, a third award went to theColumbia Data Science Institute, which, like CUSP, focuses on

    informatics, but has a wider purview; their work addresses such topics as

    cybersecurity, health and financial analytics, the management of large

    data sets, and generalizable formal and mathematical models for data

    processing. Later, a fourth award went to Carnegie Mellon, which

    proposedto locate its Integrative Media Program in Steiner Studios at the

    Brooklyn Navy Yard.

    http://www1.nyc.gov/office-of-the-mayor/news/376-13/mayor-bloomberg-carnegie-mellon-university-will-open-fourth-new-applied-sciences/#/0.http://datascience.columbia.edu/http://www.nycedc.com/press-release/mayor-bloomberg-new-york-university-president-sexton-and-mta-chairman-lhota-announcehttp://cusp.nyu.edu/research/http://www.citylab.com/tech/2014/10/quantifying-the-livable-city/381657/http://cusp.nyu.edu/wp-content/uploads/2013/07/CUSP-overview-May-30-2013.pdfhttps://placesjournal.org/article/mission-control-a-history-of-the-urban-dashboard/https://placesjournal.org/article/interfacing-urban-intelligence/https://placesjournal.org/article/methodolatry-and-the-art-of-measure/http://cusp.nyu.edu/about/http://www.wired.com/2015/07/cornell-wants-people-collide-new-nyc-tech-campus/
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    36. CUSP press release, NYU CUSP, Related Companies, and Oxford

    Properties Group Team Up to Create First Quantified Community In

    The United States at Hudson Yards, April 14, 2014.

    37. On the politics of smaller-scale, more modest, retrofit-oriented smart

    city initiatives, see Taylor Shelton, Matthew Zook, and Alan Wiig, The

    Actually Existing Smart City, Cambridge Journal of Regions, Economyand Society 8 (2015), 13-25.

    38. Robert Lee Holz, As World Crowds In, Cities Become Digital

    Laboratories, Wall Street Journal, December 11, 2015.

    39. United States press release, Fact Sheet: Administration Announces New

    Smart Cities Initiative to Help Communities Tackle Local Challenges

    and Improve City Services, September 14, 2015.

    40. CUSP press release, April 14, 2014, op cit.

    41. CUSP press release, April 14, 2014, op cit.

    42. Quoted in Steve Lohr, Huge New York Development Project Becomes a

    Data Science Lab, The New York Times, April 14, 2014.

    43. Kontokosta, quoted in Lohr. NYPD deputy commissioner of informationtechnology Jessica Tisch likewise explained that the thing that allows

    you to do data-driven management is to view all the different sorts of data

    at the same time and provide that data to the officers in new ways,

    quoted in Holz, op cit.

    44. See Kiger, op cit., and Libby, op cit.

    45. Quoted in Lohr, op cit.

    46. Quoted in Lohr, op cit.

    47. William Davies, The Chronic Social: Relations of Control Within and

    Without Neoliberalism,New Formations: A Journal of

    Culture/Theory/Politics 84-5 (2015), 40-57.

    48. For more on the historical relationships between behaviorism,

    http://bits.blogs.nytimes.com/2014/04/14/huge-new-york-development-project-becomes-a-data-science-lab/https://www.whitehouse.gov/the-press-office/2015/09/14/fact-sheet-administration-announces-new-smart-cities-initiative-helphttp://www.wsj.com/articles/as-world-crowds-in-cities-become-digital-laboratories-1449850244http://cusp.nyu.edu/press-release/nyu-cusp-related-companies-oxford-properties-group-team-create-first-quantified-community-united-states-hudson-yards/
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    engineering, and cybernetics, see the work of Orit Halpern. See also Ana

    Teixeira, The Pigeon in the Machine: The Concept of Control in

    Behaviorism and Cybernetics, inAlleys of Your Mind: Augmented

    Intelligences and Its Traumas, Ed. Matteo Pasquinelli (Lneberg: meson

    press, 2015), 23-34. For more on behaviorism in urban design, see Eric

    Gordon and Stephen Walter, Meaningful Inefficiencies: Resisting the

    Logic of Technological Efficiency in the Design of Civic Systems, in CivicMedia: Technology, Design, Practice, Ed. Eric Gordon and Paul Mihaildis

    (Cambridge: MIT Press, 2016).

    49. Hannah Arendt, The Human Condition (Chicago: University of Chicago

    Press, 1958), 322.

    50. Jennifer Gabrys, Programming Environments: Environmentality and

    Citizen Sensing in the Smart City,Environment and Planning D: Societyand Space 32:1 (2014), 30-48. Halpern, LeCavalier, Cavillo, and Pietsch, op

    cit., echo Gabryss claim that sensor-based urban smartness marks a

    turn against the faith in liberal subjectivity, denigrates the place of older

    political processes in decision making and operates at a level far

    beneath consciousness. See also Marcus Foth, Laura Forlano, Christine

    Satchell, and Martin Gibbs, Eds.,From Social Butterfly to Engaged Citizen:

    Urban Informatics, Social Media, Ubiquitous Computing, and Mobile

    Technology to Support Citizen Engagement(Cambridge: MIT Press, 2011).

    51. Christine Rosen argues that in outsourcing so many aspects of our daily

    lives to technology, we are making a moral choice. With the rise of

    ambient intelligence and persuasive technologies, we are replacing

    human judgment with programmed algorithms that apply their own

    standards and norms to our behavior, usually with the goal of greater

    efficiency, productivity, and healthy living. See Rosen, The Machine andthe Ghost, The New Republic, July 12, 2012.

    52. Jennifer Light discusses the use of simulation games in communities and

    schools in the 1960s to help citizens understand urban systems thinking;

    such programs encourag[ed] citizens to maintain the stability of the

    system rather than destroy it. Residents were educated to debate the

    political choices offered by the game but not to question the models of

    https://newrepublic.com/article/104874/rosen-verbeek-technology-morality-intelligence
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    urban systems themselves. See Urbanizing Military Information

    Technology: Interview with Jennifer Light,New Geographies 7 (2015),

    139-147; and Light, Taking Games Seriously, Technology and Culture

    49:2 (April 2008), 347-75.

    53. The goal of surveillance capitalism, Zuboff explains, is to access the

    real-time flow of your daily life in order to directly influence andmodify your behavior for profit. Hudson Yardss planners plan to use

    behavioral data in developing urban services but its likely that that

    same data will be of great interest to local retailers and restaurateurs. See

    Shoshanna Zuboff, The Secrets of Surveillance Capitalism,Frankfurter

    Allgemeine, March 11, 2016.

    54. Jathan Sadowski and Frank Pasquale, The Spectrum of Control: A Social

    Theory of the Smart City,First Monday 20: 6-7 (July 2015).

    55. Rosen, op cit.

    56. See Jessica Leber, Beyond the Quantified Self: The Worlds Largest

    Quantified Community,Fast Company, April 22, 2014; and Lohr, op cit.

    Rob Kitchin notes that many of the governments and corporations

    managing smart cities claim to use anonymous data or metadata, but the

    empirical evidence reveals that privacy is being eroded, people are

    being predictively profiled and socially sorted and inequalities are

    widening. See Grounding Urban Data: Interview with Rob Kitchin,

    New Geographies 7 (2015), 109-14.

    57. Kiger, op cit.

    58. Lohr, op cit.

    59. Leber, op cit.

    60. Ryan Boysen, Hudson Yards Smart