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Human Capital
as an important
part of the
architectural
design industry
EdX Future of Work
Final Project
Aaron Julius M. Lecciones, MSc (Lond), UAP
25 October 2020
Source: https://sv.wikipedia.org/wiki/Arkitektkontor
Human Capital as an important
part of the architectural
design industry
I. Factors at play in the future of
work in the architectural
design industry
II. Future trends in architectural
design process
III. Infusing human capital into the
design industry
IV. Hope for the future of work in
the architectural design
industry
Source: https://upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Halifax_central_library_June_2015.jpg/1200px-
Halifax_central_library_June_2015.jpg
Factors at play in the future of
work in the architectural design
industry
Human Capital as an important part of the architectural design industry
Economies, businesses, societies and politics are being
transformed by technological advances in such areas as
artificial intelligence and machine learning, the internet of
things, autonomous vehicles, drones, precision medicine
and genomics, advanced materials, smart grids, robotics
and big data. –World Economic Forum, Globalization 4.0
I. Factors at play in the future of work
in the architectural design industry
 Artificial intelligence
AI can be used to improve and
speed up:
research,
optioneering & analysis,
client experience, and
building information modeling
According to the Economist, 47%
of the work done by humans will
have been replaced by robots by
2037, even those traditionally
associated with university
education […] although
automation and artificial
intelligence for the time being
would not replace architects, the
discipline will undergo massive
transformations in the near
future.
Architectural Digest 2019
Source: https://hmcarchitects.com/news/architecture-and-artificial-intelligence-how-ai-is-impacting-the-industry-2019-11-6/#:~:text=Useful%20Applications%20of%20Architecture%20and%20Artificial%20Intelligence.%20Throughout,ways%20it%20can%20be%20useful%20for%20day-to-day%20operations.;
https://www.architecturaldigest.in/content/artificial-intelligence-architecture-design-ai/
I. Factors at play in the future of work
in the architectural design industry
 Big data
Buildings used to house people, now they house
solely computers that mine, store and churn big
data. Design is also more data-driven than before.
Big data is used in:
 Downstream applications such as facilities
management (COBie)
 Post-occupancy evaluation monitoring
 Performance-based contracts
 Data for smart building design
“Making the most of AI for the
[design] profession at large will
require an industry-wide
sharing of data.”
HMC Architects
Source: https://www.architectmagazine.com/technology/how-big-data-is-transforming-architecture_o;
https://channels.theinnovationenterprise.com/articles/3-ways-big-data-is-changing-the-architecture-industry
I. Factors at play in the future of work
in the architectural design industry
 Machine learning
In tandem with AI and generative design, machine
learning is a tool that is used to churn big data by
parameters and is used to automate design
iteration. Machine learning can be used in:
Sketching and conceptualization
of designs
Design iteration and optimisation
Predictive parametric design
Algorithmic design
“new architectural design
practices might be based on
machine learning approaches
to better leverage data-rich
environments and workflows”
Tamke, Nicholas, Zwierzycki
Machine learning for architectural design: Practices
and infrastructure. International Journal of Architectural Computing
12(2):123-143. DOI: 10.1177/1478077118778580. June 2018.
Source: https://www.archdaily.com/924704/buildtech-futures-artificial-intelligence-and-machine-
learning#:~:text=Artificial%20intelligence%2C%20machine%20learning%20and%20generative%20design%20have,reimagine%20the%20built%20environment%2C%20they%20present%20divers
e%20
I. Factors at play in the future of work
in the architectural design industry
 Robotics and scalar production
Technologies such as 3D printing have
automated and sped up model-making in
design. Robotics and scalar production can
now speed up and improve:
 Concept models and mock-ups
 Detailed 3D printed models
 Library of reusable 3D designs
 Printing 1:1 usable prototypes or finished
architectural products
 Costs associated with modelling
“automation’s impact on the
future of work and economic
development strongly suggest
that we have entered a
distinctly new era”
World Economic Forum
Globalization 4.0
Source: https://3dinsider.com/3d-printing-architecture/; https://www.machinedesign.com/3d-printing-cad/article/21130574/3d-printing-and-
architecture#:~:text=%203D%20Printing%20and%20Architecture%20%201%20Concept,and%20involves%20a%20lot%20of%20people%2C...%20More%20
Future trends in architectural
design process
Human Capital as an important part of the architectural design industry
Source: https://www.profellow.com/wp-content/uploads/2016/09/Architects.jpg
II. Future trends in architectural design
process
 Partnerships, networks
Now more than ever, architectural design
offices are partnered in large projects,
networked into a web of professionals and
services. Technologies have helped enhance
and strengthen partnerships and networks
through such approaches as:
 Collaboration through studio design
approach
 Cross-office design labs
 Open communications, deep information
 Networks with academe and industry
“Establishing trust and
building collaborative
relationships is an essential
part of architectural practice
and is sometimes a challenging
thing to get right; especially so
in cross-office environments.”
Stradallc
Source: https://stradallc.com/2019/05/30/cross-office-collaboration/;
https://dro.deakin.edu.au/eserv/DU:30005080/tucker-cross-discipline-2003.pdf
II. Future trends in architectural design
process
 Modular work, telecommuting
Modular work and telecommuting are
transforming architectural offices. They benefit
design firms by:
 Reducing commute times for workers
 Reduce office space needs
 Reduce stress for working mothers
 Flexibility of working at office or at home
 Increased collaboration, flexible use of office
space
 Flexible contracts through modular work
assignments
 Co-benefits from productivity gains (health,
employee satisfaction)
 Keeping older generations in the workforce
 Reducing employee turnover
“A study by Staples Advantage
found 76% of telecommuters were
willing to work overtime and felt
more loyal to their company with
the option for remote work and
telecommuting.”
Forbes
Benefits Of Telecommuting For The Future Of Work
2017
Source: https://www.architecturalrecord.com/articles/14523-working-parents-face-tough-choices-when-firms-dont-allow-telecommuting; https://www.focalpointlights.com/blog/telecommuting-
office-design; https://www.forbes.com/sites/andrealoubier/2017/07/20/benefits-of-telecommuting-for-the-future-of-work/#d7cf53c16c65
Infusing human capital
into the design industry
Human Capital as an important part of the architectural design industry
III. Infusing human capital into the
design industry
 Design empathy
Human Empathy is different from machine
empathy.
“Empathy is crucial to a human-centred design
process such as Design Thinking, and empathy
helps design thinkers to set aside his or her own
assumptions about the world in order to gain insight
into their users and their needs.”
The five key steps in empathic design are
observation, capturing data, reflection and analysis,
brainstorming for solutions, and developing
prototypes of possible solutions.
Empathy is a trait AI is still far from achieving.
Thus it is important that the skills for design
empathy are provided to workers in this field.
The World Development
Report notes that the skills
needed for jobs in the new
economy – problem solving,
critical thinking, teamwork –
are different from those taught
in standard classrooms.
Shanta Devarajan
The Future of Inclusive Growth
Source: Brookings. Shanta Devarajan. Future of Inclusive Growth; https://www.interaction-design.org/literature/article/design-thinking-getting-started-with-empathy#:~:text=Empathy%20is%20crucial%20to%20a%20human-
centred%20design%20process,gain%20insight%20into%20their%20users%20and%20their%20needs.;
https://en.wikipedia.org/wiki/Empathic_design#:~:text=%20Leonard%20and%20Rayport%20identify%20the%20five%20key,5%20Developing%20prototypes%20of%20possible%20solutions%20More%20; https://insights.dice.com/2019/10/23/artificial-intelligence-succeed-needs-
empathy/
III. Infusing human capital into the
design industry
 Technology and future apps
The future of the architecture office is linked
to the development and advancement of
technology and future applications. These
include virtual and augmented reality –
combined with AI, big data, machine learning,
robotics, and scalar productions means that
the average architectural design office worker
today might not have the skills to compete in
the future of work.
Intensive training and skills upgrades
are needed in the use of these
technologies and future apps.
“Virtual reality lets us truly
engage with our designs, [i]t’s a
fantastic way to check a model.
If something’s missing or the
ceiling’s too high, you put on
the goggles and immediately
recognize it — and then go back
to the drawing board.”
Sarah Kay
Inside the Architecture Office of
the Future
Source: https://theurbandeveloper.com/articles/-the-top-10-apps-for-architects-in-2018; https://www.wired.com/brandlab/2018/07/inside-architecture-office-future/
III. Infusing human capital into the
design industry
 Gig economy, telecommuting,
project-based employment
Resilience is a key ingredient in the success of
industries. The design industry needs to upgrade
the human capital of their workforce to be able to
work efficiently wherever they are.
In the future of work: Architects face both short-
term and long-term challenges, these can result
from local employee setbacks to global pandemics.
Statistics have shown that 70% of people globally
have worked from home at least some of the time.
Therefore, to augment human capital, infrastructure
has to be provided as well.
“I’m already accustomed to
working remotely with drafters,
modelers, and rendering
specialists, and that won’t
change”
Sarah Homstad, AIA
Source: https://www.aia.org/articles/6281491-amid-uncertainty-around-covid-19-architect;https://architectoutsourcing.com/blogs/telecommuters-effect-on-residential-architecture/
Hope for the future of work in
the architectural design
industry
Human Capital as an important part of the architectural design industry
Source: https://allwork.space/wp-content/uploads/2020/04/DDI-1704-1-1024x576.png
IV. Hope for the future of work in the
architectural design industry
 Flexible working arrangements
Flexible work arrangements can
benefit mothers and older
generations of workers, among
others. Governments around the
world are adjusting policy and
legislation to work with this new
reality in order to protect
workers wellbeing and rights.
“platforms expand the supply
of labor by increasing
opportunities for new, flexible
types of work that complement
traditional forms of
employment in the gig
economy”
The World Development Report 2019
The Changing Nature of Firms pg40
IV. Hope for the future of work in the
architectural design industry
 formalization of contracts,
improving contractual
agreements
As business climate improves with more
responsive government labor legislation that
strengthen small and medium design offices,
more offices will formalize contracts,
increasing the tax base in the formal economy,
and ensuring better protections for workers.
At the same time, contractual agreements can
now include more worker protections which
were conventionally part of more formal
employee contracts.
Social assistance should be
complemented with insurance
that does not fully depend on
formal wage employment.
The World Development Report 2019
Strengthening social protection
IV. Hope for the future of work in the
architectural design industry
 expanding the relationship of
productive partners and design
firms
Increased partnership in the design
sector means global collaboration
where the highest standards are
passed along the value chain.
These include standards on
workers protection and the
development of human capital.
As the nature of work changes,
human capital becomes more
important.
The World Development Report 2019
Building human capital

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Final project the future of work - ajm lecciones

  • 1. Human Capital as an important part of the architectural design industry EdX Future of Work Final Project Aaron Julius M. Lecciones, MSc (Lond), UAP 25 October 2020 Source: https://sv.wikipedia.org/wiki/Arkitektkontor
  • 2. Human Capital as an important part of the architectural design industry I. Factors at play in the future of work in the architectural design industry II. Future trends in architectural design process III. Infusing human capital into the design industry IV. Hope for the future of work in the architectural design industry Source: https://upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Halifax_central_library_June_2015.jpg/1200px- Halifax_central_library_June_2015.jpg
  • 3. Factors at play in the future of work in the architectural design industry Human Capital as an important part of the architectural design industry Economies, businesses, societies and politics are being transformed by technological advances in such areas as artificial intelligence and machine learning, the internet of things, autonomous vehicles, drones, precision medicine and genomics, advanced materials, smart grids, robotics and big data. –World Economic Forum, Globalization 4.0
  • 4. I. Factors at play in the future of work in the architectural design industry  Artificial intelligence AI can be used to improve and speed up: research, optioneering & analysis, client experience, and building information modeling According to the Economist, 47% of the work done by humans will have been replaced by robots by 2037, even those traditionally associated with university education […] although automation and artificial intelligence for the time being would not replace architects, the discipline will undergo massive transformations in the near future. Architectural Digest 2019 Source: https://hmcarchitects.com/news/architecture-and-artificial-intelligence-how-ai-is-impacting-the-industry-2019-11-6/#:~:text=Useful%20Applications%20of%20Architecture%20and%20Artificial%20Intelligence.%20Throughout,ways%20it%20can%20be%20useful%20for%20day-to-day%20operations.; https://www.architecturaldigest.in/content/artificial-intelligence-architecture-design-ai/
  • 5. I. Factors at play in the future of work in the architectural design industry  Big data Buildings used to house people, now they house solely computers that mine, store and churn big data. Design is also more data-driven than before. Big data is used in:  Downstream applications such as facilities management (COBie)  Post-occupancy evaluation monitoring  Performance-based contracts  Data for smart building design “Making the most of AI for the [design] profession at large will require an industry-wide sharing of data.” HMC Architects Source: https://www.architectmagazine.com/technology/how-big-data-is-transforming-architecture_o; https://channels.theinnovationenterprise.com/articles/3-ways-big-data-is-changing-the-architecture-industry
  • 6. I. Factors at play in the future of work in the architectural design industry  Machine learning In tandem with AI and generative design, machine learning is a tool that is used to churn big data by parameters and is used to automate design iteration. Machine learning can be used in: Sketching and conceptualization of designs Design iteration and optimisation Predictive parametric design Algorithmic design “new architectural design practices might be based on machine learning approaches to better leverage data-rich environments and workflows” Tamke, Nicholas, Zwierzycki Machine learning for architectural design: Practices and infrastructure. International Journal of Architectural Computing 12(2):123-143. DOI: 10.1177/1478077118778580. June 2018. Source: https://www.archdaily.com/924704/buildtech-futures-artificial-intelligence-and-machine- learning#:~:text=Artificial%20intelligence%2C%20machine%20learning%20and%20generative%20design%20have,reimagine%20the%20built%20environment%2C%20they%20present%20divers e%20
  • 7. I. Factors at play in the future of work in the architectural design industry  Robotics and scalar production Technologies such as 3D printing have automated and sped up model-making in design. Robotics and scalar production can now speed up and improve:  Concept models and mock-ups  Detailed 3D printed models  Library of reusable 3D designs  Printing 1:1 usable prototypes or finished architectural products  Costs associated with modelling “automation’s impact on the future of work and economic development strongly suggest that we have entered a distinctly new era” World Economic Forum Globalization 4.0 Source: https://3dinsider.com/3d-printing-architecture/; https://www.machinedesign.com/3d-printing-cad/article/21130574/3d-printing-and- architecture#:~:text=%203D%20Printing%20and%20Architecture%20%201%20Concept,and%20involves%20a%20lot%20of%20people%2C...%20More%20
  • 8. Future trends in architectural design process Human Capital as an important part of the architectural design industry Source: https://www.profellow.com/wp-content/uploads/2016/09/Architects.jpg
  • 9. II. Future trends in architectural design process  Partnerships, networks Now more than ever, architectural design offices are partnered in large projects, networked into a web of professionals and services. Technologies have helped enhance and strengthen partnerships and networks through such approaches as:  Collaboration through studio design approach  Cross-office design labs  Open communications, deep information  Networks with academe and industry “Establishing trust and building collaborative relationships is an essential part of architectural practice and is sometimes a challenging thing to get right; especially so in cross-office environments.” Stradallc Source: https://stradallc.com/2019/05/30/cross-office-collaboration/; https://dro.deakin.edu.au/eserv/DU:30005080/tucker-cross-discipline-2003.pdf
  • 10. II. Future trends in architectural design process  Modular work, telecommuting Modular work and telecommuting are transforming architectural offices. They benefit design firms by:  Reducing commute times for workers  Reduce office space needs  Reduce stress for working mothers  Flexibility of working at office or at home  Increased collaboration, flexible use of office space  Flexible contracts through modular work assignments  Co-benefits from productivity gains (health, employee satisfaction)  Keeping older generations in the workforce  Reducing employee turnover “A study by Staples Advantage found 76% of telecommuters were willing to work overtime and felt more loyal to their company with the option for remote work and telecommuting.” Forbes Benefits Of Telecommuting For The Future Of Work 2017 Source: https://www.architecturalrecord.com/articles/14523-working-parents-face-tough-choices-when-firms-dont-allow-telecommuting; https://www.focalpointlights.com/blog/telecommuting- office-design; https://www.forbes.com/sites/andrealoubier/2017/07/20/benefits-of-telecommuting-for-the-future-of-work/#d7cf53c16c65
  • 11. Infusing human capital into the design industry Human Capital as an important part of the architectural design industry
  • 12. III. Infusing human capital into the design industry  Design empathy Human Empathy is different from machine empathy. “Empathy is crucial to a human-centred design process such as Design Thinking, and empathy helps design thinkers to set aside his or her own assumptions about the world in order to gain insight into their users and their needs.” The five key steps in empathic design are observation, capturing data, reflection and analysis, brainstorming for solutions, and developing prototypes of possible solutions. Empathy is a trait AI is still far from achieving. Thus it is important that the skills for design empathy are provided to workers in this field. The World Development Report notes that the skills needed for jobs in the new economy – problem solving, critical thinking, teamwork – are different from those taught in standard classrooms. Shanta Devarajan The Future of Inclusive Growth Source: Brookings. Shanta Devarajan. Future of Inclusive Growth; https://www.interaction-design.org/literature/article/design-thinking-getting-started-with-empathy#:~:text=Empathy%20is%20crucial%20to%20a%20human- centred%20design%20process,gain%20insight%20into%20their%20users%20and%20their%20needs.; https://en.wikipedia.org/wiki/Empathic_design#:~:text=%20Leonard%20and%20Rayport%20identify%20the%20five%20key,5%20Developing%20prototypes%20of%20possible%20solutions%20More%20; https://insights.dice.com/2019/10/23/artificial-intelligence-succeed-needs- empathy/
  • 13. III. Infusing human capital into the design industry  Technology and future apps The future of the architecture office is linked to the development and advancement of technology and future applications. These include virtual and augmented reality – combined with AI, big data, machine learning, robotics, and scalar productions means that the average architectural design office worker today might not have the skills to compete in the future of work. Intensive training and skills upgrades are needed in the use of these technologies and future apps. “Virtual reality lets us truly engage with our designs, [i]t’s a fantastic way to check a model. If something’s missing or the ceiling’s too high, you put on the goggles and immediately recognize it — and then go back to the drawing board.” Sarah Kay Inside the Architecture Office of the Future Source: https://theurbandeveloper.com/articles/-the-top-10-apps-for-architects-in-2018; https://www.wired.com/brandlab/2018/07/inside-architecture-office-future/
  • 14. III. Infusing human capital into the design industry  Gig economy, telecommuting, project-based employment Resilience is a key ingredient in the success of industries. The design industry needs to upgrade the human capital of their workforce to be able to work efficiently wherever they are. In the future of work: Architects face both short- term and long-term challenges, these can result from local employee setbacks to global pandemics. Statistics have shown that 70% of people globally have worked from home at least some of the time. Therefore, to augment human capital, infrastructure has to be provided as well. “I’m already accustomed to working remotely with drafters, modelers, and rendering specialists, and that won’t change” Sarah Homstad, AIA Source: https://www.aia.org/articles/6281491-amid-uncertainty-around-covid-19-architect;https://architectoutsourcing.com/blogs/telecommuters-effect-on-residential-architecture/
  • 15. Hope for the future of work in the architectural design industry Human Capital as an important part of the architectural design industry Source: https://allwork.space/wp-content/uploads/2020/04/DDI-1704-1-1024x576.png
  • 16. IV. Hope for the future of work in the architectural design industry  Flexible working arrangements Flexible work arrangements can benefit mothers and older generations of workers, among others. Governments around the world are adjusting policy and legislation to work with this new reality in order to protect workers wellbeing and rights. “platforms expand the supply of labor by increasing opportunities for new, flexible types of work that complement traditional forms of employment in the gig economy” The World Development Report 2019 The Changing Nature of Firms pg40
  • 17. IV. Hope for the future of work in the architectural design industry  formalization of contracts, improving contractual agreements As business climate improves with more responsive government labor legislation that strengthen small and medium design offices, more offices will formalize contracts, increasing the tax base in the formal economy, and ensuring better protections for workers. At the same time, contractual agreements can now include more worker protections which were conventionally part of more formal employee contracts. Social assistance should be complemented with insurance that does not fully depend on formal wage employment. The World Development Report 2019 Strengthening social protection
  • 18. IV. Hope for the future of work in the architectural design industry  expanding the relationship of productive partners and design firms Increased partnership in the design sector means global collaboration where the highest standards are passed along the value chain. These include standards on workers protection and the development of human capital. As the nature of work changes, human capital becomes more important. The World Development Report 2019 Building human capital