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Chronicles

The story behind the story

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How architects are using AI to design workplaces, office buildings, and spaces that cater to workers' individual needs, as more companies adopt a hybrid model

With more hybrid workers and new office needs, firms like Zaha Hadid Architects are turning to artificial intelligence for solutions. LinkedIn: Kurt Evans , Bernardo Scheinkman , and Steve Zoegall Twitter: @nytimesarts , @ralph_grabowski , @drhowardliu , @chaykak , @edzitron , @nytimesbusiness , @mulliganmusings , @theaisauce , @dmlevitt , @jaimeaguilas , @carolarmen , @infographx , @karrieurbanist , @karrieurbanist , @nytimesbusiness , and @peterproperty LinkedIn: Kurt Evans : Nice idea but architects still stuffing the turkey.  Meanwhile workplace AI relies on the past; it only demonstrates what employees do, not what they want. … Bernardo Scheinkman : Zaha Hadid Architects is using A.I. to design new office buildings according to the current needs of the market that has changed substantially in the last two years … Steve Zoegall : Like any powerful technology in its infancy, AI is now in the heat of peak hype.  Ten years ago, its predecessor was city-scale Internet of Things … Twitter: @nytimesarts : Rearranging floor plans, choosing new furniture and maximizing space are a few of the ways A.I. is helping architects rethink work spaces. https://www.nytimes.com/... Ralph Grabowski / @ralph_grabowski : A debate on @Techmeme about using AI to design office space, and whether it is inhumane and if it is just good old parametric design. https://www.techmeme.com/... @drhowardliu : “Businesses just can't afford to have swaths of real estate that are underutilized for the week,” he said. Many businesses are using algorithms and machine intelligence “to have a much more real-time, dynamic reading of what's happening in the space.” #AI https://www.nytimes.com/... Kyle Chayka / @chaykak : parametric design has been happening for decades and is not artificial intelligence https://twitter.com/... Ed Zitron / @edzitron : Yeah imagine if you could turn to AI instead of asking workers what they want or knowing what workers do https://twitter.com/... @nytimesbusiness : Architects are turning to AI to help design better office buildings and spaces that cater to workers' individual needs. “The pandemic has really supercharged innovation in the workplace,” Arjun Kaicker, an architect, said. https://www.nytimes.com/... @mulliganmusings : A I is impacting every aspect of our lives. What influence will it have on design? #ai #design https://www.nytimes.com/... @theaisauce : 3/ Influential architect, Zaha Hadid, developed an AI tool that helps companies optimize their office layouts by analyzing human behavior and preferences, such as seating arrangements and lighting, to create a more efficient and comfortable workspace. https://www.nytimes.com/... David Levitt / @dmlevitt : #AI+#architecture. How firms like the late #ZahaHadid's 1 is using it to change the face of workplace design. 'I've seen more changes in the last 24 mos than in the whole of my career' #realestate #CRE #NormanFoster #HOK #ZHAI #NBBJ #China #UK https://www.nytimes.com/... Jaime Aguilas / @jaimeaguilas : The current top-down design of tech is going to have the same ill effects on architecture as it does everything else. Notice how nobody is pushing building tech that gives communities and tenants control over their data. China is their testing ground. https://www.nytimes.com/... @carolarmen : Please explain to me how #AI is going to create better #humanspaces when only human beings can truly think in #humanscale & account for all human needs. All this reliance on infant AI is absurd. It will be regretted. Use it for what it is suited for. https://www.nytimes.com/... @infographx : AI + Architecture = Cool A computer tool that, in 27 hours, could come up with 100,000 designs for a building's interior; an architect would have to produce 40 drawings a day for a decade to deliver that many options. https://www.nytimes.com/... Karrie Jacobs / @karrieurbanist : Note that I'm very wary of the great AI public relations blitz. (Which is likely being orchestrated by PR bots that sign their emails Ashley, Madison or Emma.) Also wary of anything Schumacher related. https://twitter.com/... Karrie Jacobs / @karrieurbanist : This story, which is entirely about a division of Zaha Hadid Architects, reads a lot like a press release... https://www.nytimes.com/... @nytimesbusiness : Before the pandemic, “the majority of office buildings had a one-size-fits-all desk for everyone, and the same environment around them, the same everything,” said Arjun Kaicker, an architect. Now workers want more, so architects are turning to AI. https://www.nytimes.com/... Peter Bill / @peterproperty : New York Times (£). Bit far out. But of interest to developers and architects. https://www.nytimes.com/... [image]

New York Times Farah Nayeri

Context & Ripple Effects

The piece lands mid-debate over what generative AI can actually do: skeptics like Emily M. Bender have argued LLMs demonstrate competence without understanding, and the commentary under this article carries that skepticism into architecture — is behavior-driven layout optimization just parametric design rebranded, and does it capture what workers actually want?

What has changed is the client brief. With hybrid work leaving offices half-empty, firms like Zaha Hadid Architects are building AI tools that analyze human behavior and preferences to justify redesigns — an extension of the [[a:985416|pattern The Atlantic flagged of AI mastering cognitive tasks by surveilling how experts work]], here applied to the workers themselves.

First-order effects

  • Zaha Hadid Architects gains a sales argument for post-hybrid office commissions: layouts optimized from behavioral data rather than intuition, pitched directly at employers trying to make offices worth commuting to.
  • Workplace designers' deliverables shift toward personalized, per-worker space planning, making worker-behavior data collection part of the architectural contract.

Second-order effects

  • Rival architecture practices face a fork — adopt comparable behavior-analytics tooling or compete against data-backed pitches on fee alone, compressing margins for firms without in-house AI.
  • Employers commissioning these designs become sensor installers by proxy, trading employee privacy for occupancy evidence — a tension the commentators in the coverage raise explicitly.

Third-order effects

  • If behavior-data-driven design becomes standard, advantage concentrates with firms that own proprietary worker datasets, echoing the New Yorker's argument that AI advancements may concentrate wealth within professions — this time between architecture studios rather than inside them.
  • The same expert-surveillance pipeline described in the coverage — including the annotation labor behind it, as documented in reporting on Scale AI's tasker workforce — suggests architectural AI will be built on hidden human labeling, not autonomous insight.

The trend: Generative AI is moving from producing text and images into shaping physical space, with hybrid-work economics giving architects both the mandate and the behavioral data to automate design judgment.

Discussion

  • @nytimesarts @nytimesarts on x
    Rearranging floor plans, choosing new furniture and maximizing space are a few of the ways A.I. is helping architects rethink work spaces. https://www.nytimes.com/...
  • @drhowardliu @drhowardliu on x
    “Businesses just can't afford to have swaths of real estate that are underutilized for the week,” he said. Many businesses are using algorithms and machine intelligence “to have a much more real-time, dynamic reading of what's happening in the space.” #AI https://www.nytimes.com/…
  • @chaykak Kyle Chayka on x
    parametric design has been happening for decades and is not artificial intelligence https://twitter.com/...
  • @edzitron Ed Zitron on x
    Yeah imagine if you could turn to AI instead of asking workers what they want or knowing what workers do https://twitter.com/...
  • @nytimesbusiness @nytimesbusiness on x
    Architects are turning to AI to help design better office buildings and spaces that cater to workers' individual needs. “The pandemic has really supercharged innovation in the workplace,” Arjun Kaicker, an architect, said. https://www.nytimes.com/...
  • @mulliganmusings @mulliganmusings on x
    A I is impacting every aspect of our lives. What influence will it have on design? #ai #design https://www.nytimes.com/...
  • @theaisauce @theaisauce on x
    3/ Influential architect, Zaha Hadid, developed an AI tool that helps companies optimize their office layouts by analyzing human behavior and preferences, such as seating arrangements and lighting, to create a more efficient and comfortable workspace. https://www.nytimes.com/...
  • @dmlevitt David Levitt on x
    #AI+#architecture. How firms like the late #ZahaHadid's 1 is using it to change the face of workplace design. 'I've seen more changes in the last 24 mos than in the whole of my career' #realestate #CRE #NormanFoster #HOK #ZHAI #NBBJ #China #UK https://www.nytimes.com/...
  • @jaimeaguilas Jaime Aguilas on x
    The current top-down design of tech is going to have the same ill effects on architecture as it does everything else. Notice how nobody is pushing building tech that gives communities and tenants control over their data. China is their testing ground. https://www.nytimes.com/...
  • @carolarmen @carolarmen on x
    Please explain to me how #AI is going to create better #humanspaces when only human beings can truly think in #humanscale & account for all human needs. All this reliance on infant AI is absurd. It will be regretted. Use it for what it is suited for. https://www.nytimes.com/...
  • @infographx @infographx on x
    AI + Architecture = Cool A computer tool that, in 27 hours, could come up with 100,000 designs for a building's interior; an architect would have to produce 40 drawings a day for a decade to deliver that many options. https://www.nytimes.com/...
  • @karrieurbanist Karrie Jacobs on x
    Note that I'm very wary of the great AI public relations blitz. (Which is likely being orchestrated by PR bots that sign their emails Ashley, Madison or Emma.) Also wary of anything Schumacher related. https://twitter.com/...
  • @karrieurbanist Karrie Jacobs on x
    This story, which is entirely about a division of Zaha Hadid Architects, reads a lot like a press release... https://www.nytimes.com/...
  • @nytimesbusiness @nytimesbusiness on x
    Before the pandemic, “the majority of office buildings had a one-size-fits-all desk for everyone, and the same environment around them, the same everything,” said Arjun Kaicker, an architect. Now workers want more, so architects are turning to AI. https://www.nytimes.com/...
  • @peterproperty Peter Bill on x
    New York Times (£). Bit far out. But of interest to developers and architects. https://www.nytimes.com/... [image]