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Computational Design: The Future of How We Make Things is Tech-Driven

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Computational Design: The Future of How We Make Things is Tech-Driven

Future Design is Computational

Design is always changing, and never stagnant.

In the late 20th century, it was the emergence of Design Thinking that upended how architects, engineers, and industrial design organizations made decisions about how to make new things.

Now, the rapid pace of technological advancement has brought forth a new design methodology that will again forever alter the course of design history. Computational design, which takes advantage of mass computing power, machine learning, and large amounts of data, is changing the fundamental role of humans in the design process.

Designing With Billions of Data Points

Today’s infographic comes to us from Schneider Electric, and it looks at how the future of design will be driven by data and processing power.

While computational design is still a term with no real consensus, attempts to define it do have overlap:

Parameter setting
Algorithmic, “rules-based” code can be applied as constraints to test a wide variety of computer-driven designs

3d modelling and visualization tools
Complex 3d models can allow designers to test and create simulations for new ideas

Processing power
Using vast amounts of computational power and automation to make designs not before possible

Designing with data
Applying big data and powerful algorithms to create new designs

Generative design
By creating, testing, and analyzing thousands of design permutations, this approach mimics mother nature’s evolutionary path to design

While designers traditionally rely on intuition and experience to solve design problems, computational design is a new design methodology that can literally produce hundreds or thousands of design permutations to find the absolute best solution to a problem.

The Shifting Roles of Humans and Computers

Throughout history, humans have shaped the world with design.

But now that artificial intelligence is superior in taking on specific roles within the design process, humans will move towards shaping the things that shape the world.

Designers will be relinquishing control to technology, so that humans can do what they do best.

In other words, in the future, designers will work less on designing – and instead will supervise, mentor, and set the parameters for computational designs. Human designers would also interact with a broader group of stakeholders as additional inputs and the frequency of interactions increase.

A New Design Landscape

Disruption to traditional design methods brings more questions than answers:

  • How will this change the value chain for design companies and professionals?
  • Will AI-enabled computational design tools take the “craft” out of design?
  • If automated design “assets” become commercial commodities, will that create new product and revenue channels for businesses?
  • Who will own and manage all of this data, and does this create new roles and opportunities for companies?

As we give machines more design autonomy, it will be interesting to see how this literally changes the shape and design of objects that make up the real world.

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Which U.S. Generation Wields the Most Cultural Power?

Visual Capitalist’s first-ever Generational Power Index looks at which U.S. generation holds the most cultural influence in American society.

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cultural power GPI

Which U.S. Generation Wields the Most Cultural Power?

This year, our team put together Visual Capitalist’s inaugural Generational Power Index (GPI), which looks at power dynamics across generations in America.

We considered three categories in our quest to quantify power: economics, political, and cultural. And while it turns that out Baby Boomers dominate when it comes to economics and political factors—the are of cultural influence is a different story.

Here’s a look at which U.S. generation holds the most cultural power, and how this power dynamic is expected to shift in the coming years.

Generations and Power, Defined

Before we get started, it’s important to clarify which generations we’ve included in our research, along with their age and birth year ranges.

GenerationAge range (years)Birth year range
The Silent Generation76 and over1928-1945
Baby Boomers57-751946-1964
Gen X41-561965-1980
Millennials25-401981-1996
Gen Z9-241997-2012
Gen Alpha8 and below2013-present

Using these age groups as a framework, we then calculated the Cultural Power category using these distinct equally-weighted variables:

cultural power category breakdown

With this methodology in mind, here’s how the Cultural Power category shakes out, using insights from the GPI.

Share of Cultural Power by Generation

Overall, we found that Gen X captures the largest share of cultural power, at 36%.

GenerationCultural Power Share
The Silent Generation8.8%
Baby Boomers25.1%
Gen X36.0%
Millennials23.9%
Gen Z6.1%
Gen Alpha0.00%
Total99.9%

*Note: figures may not add up to 100% due to rounding.

Gen X is particularly dominant in the film and TV industry, along with news media. For instance, over half of America’s largest news corporations have a Gen Xer as their CEO, and roughly 50% of Oscar winners in 2020 were members of Gen X.

Baby Boomers come in second place, capturing a 25% share of cultural power. They show particular dominance in traditional entertainment like books and art. For example, 42% of the authors on the NYT’s best-selling books list were Baby Boomers.

However, these older generations fall short in one critical category—digital platforms.

The Dominance of Digital

Why is digital so important when it comes to cultural power? Because digital media becoming increasingly more popular than traditional media sources (e.g. TV, radio).

GPI Cultural Power By Generation Supplemental Time Spent on Media

In 2020, Americans spent nearly 8 hours per day consuming digital media, nearly two hours more per day than they spent with traditional media.

This divide is expected to grow even further over the next few years. With younger generations dominating the digital space, Gen X may soon lose its place as the top dog of the culture category.

Celebrity 2.0: The Social Influencer

As audiences flock to online channels, advertisers have followed suit—and they’re willing to spend good money to gain access to their target demographics.

In fact, spend on influencer marketing has steadily increased in the last five years, and it’s expected to reach $13.8 billion by the end of 2021.

GPI Cultural Power By Generation Supplemental Influencer Marketing Spend

This shift to social media advertising is redefining the notion of celebrity, and who reaps the financial benefits of content creation. For instance, six-year-old Vlogger Like Nastya made an estimated $7.7 million per month from her YouTube channel in 2020. And keep in mind, this estimate is purely based on YouTube revenue—it doesn’t even include corporate partnerships and/or merchandise sales.

With all these shifts occurring, culture as we know it is at a crossroads. And as we continue to move towards a digital dominant society, those who hold power in traditional realms will either adapt or pass along the torch.

Download the Generational Power Report (.pdf)

The Generational Power Index

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Ranked: The Most Popular Paid Subscription News Websites

Many consumers are reluctant to pay for their news, but those that do turn to trusted sources. Here’s a look at the most subscribed to news websites.

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Ranked: The Most Popular Subscription News Websites

While paywalls are becoming increasingly more popular among news websites, most consumers still aren’t willing to pay for their online news.

In fact, a recent survey by the Reuters Institute for the Study of Journalism reveals that only 20% of Americans pay for digital news, and of those that do, the majority subscribe to only one brand.

This begs the question—which news outlets are audiences willing to pay for?

Using data from FIPP and CeleraOne, this graphic looks at the most popular news websites across the globe, based on their total number of paid subscriptions.

*Note: This report relies on publicly available data, and should not be considered an exhaustive list.

The Full Breakdown

With 7.5 million subscriptions, The New York Times (NYT) takes the top spot on the list. 2020 was an exceptionally strong year for the outlet—by Q3 2020, the NYT had generated the same amount of revenue from digital subscriptions as it had for the entire year of 2019.

RankPublicationPaid Subscriptions
1🇺🇸 The New York Times7,500,000
2🇺🇸 The Washington Post3,000,000
3🇺🇸 The Wall Street Journal2,400,000
4🇺🇸 Game Informer2,100,000
5🇬🇧 Financial Times1,100,000
6🇺🇸 The Athletic1,000,000
7🇬🇧 The Guardian790,000
8🇯🇵 Nikkei769,000
9🇬🇧 The Economist516,000
10🇨🇳 Caixin510,000
11🇩🇪 Bild494,000
12🇬🇧 The Sunday Times337,000
13🇬🇧 The Telegraph320,000
14🇺🇸 The Atlantic300,000
15🇮🇹 Corriere Della Sera300,000
16🇫🇷 Le Monde300,000
17🇺🇸 The Boston Globe270,000
18🇦🇷 La Nacion260,000
19🇦🇷 Clarin260,000
20🇫🇷 L'equipe259,000
21🇺🇸 Los Angeles Times253,000
22🇸🇪 Aftonbladet250,000
23🇺🇸 The New Yorker240,000
24🇵🇱 Wyborcza240,000
25🇧🇷 Folha de S.Paulo236,000
26🇸🇪 Dagens Nyheter208,000
27🇺🇸 Business Insider200,000
28🇫🇷 Mediapart170,000
29🇳🇴 VG150,000
30🇺🇸 Wired142,000
31🇨🇦 The Globe and Mail139,000
32🇩🇪 Welt132,000
33🇳🇴 Aftenposten119,000
34🇫🇷 Le Figaro110,000
35🇺🇸 Chicago Tribune100,000
36🇺🇸 Star Tribune100,000
37🇳🇴 Dagbladet100,000
38🇫🇮 Helsingin Sanomat100,000

The Times is the most popular by a landslide—it has over double the number of subscriptions than the second outlet on the list, The Washington Post. Yet, while WaPo is no match for NYT, it still boasts a strong following, with approximately 3 million paid subscriptions as of Q4 2020.

Japanese outlet Nikkei ranks number one among the non-English news websites. It’s the largest business newspaper in Japan, mainly focusing on markets and finance, but also covering politics, sports, and health.

Legacy Papers: Which Websites Come From Traditional Media?

Most of the websites on this list stem from traditional media. Because of this, they’ve had years to establish themselves as trusted sources, and win over loyal readers.

Interestingly, more than half of the outlets included in this ranking are at least 100 years old.

PublicationYear LaunchedAge (Years)
🇬🇧 The Guardian1821200
🇬🇧 The Sunday Times1821200
🇫🇷 Le Figaro1826195
🇸🇪 Aftonbladet1830190
🇬🇧 The Economist1843178
🇺🇸 Chicago Tribune1847173
🇺🇸 NYT1852169
🇬🇧 The Telegraph1855166
🇺🇸 The Atlantic1857164
🇳🇴 Aftenposten1860160
🇸🇪 Dagens Nyheter1864157
🇺🇸 Star Tribune1867154
🇳🇴 Dagbladet1869152
🇦🇷 La Nacion1870151
🇺🇸 The Boston Globe1872149
🇮🇹 Corriere Della Sera1876145
🇺🇸 Washington Post1877144
🇯🇵 Nikkei.com1876144
🇺🇸 LA Times1881140
🇬🇧 Financial Times1888133
🇺🇸 Wall Street Journal1889132
🇫🇮 Helsingin Sanomat1889132
🇧🇷 Folha de S.Paulo1921100
🇺🇸 The New Yorker192596
🇨🇦 The Globe and Mail193685
🇫🇷 Le Monde194477
🇦🇷 Clarin194576
🇳🇴 VG194576
🇫🇷 L'equipe194675
🇩🇪 Welt194675
🇩🇪 Bild195269
🇵🇱 Wyborcza198932
🇺🇸 Game Informer199130
🇺🇸 Wired199328
🇺🇸 Business Insider200714
🇫🇷 Mediapart200813
🇨🇳 Caixin200912
🇺🇸 The Athletic20165

Yet, undeterred by these well-established outlets, a few scrappy websites made the cut despite a shorter history. Four out of the 38 websites are less than 20 years old.

The Athletic is the newest outlet to make the ranking. Established in 2016, the outlet’s target demographic is die-hard sports fans who miss the days of in-depth, quality sports writing.

The Need For Trusted Sources

Amidst the global pandemic, issues involving misinformation and fake news have helped reaffirm the important role that trusted news sources play in the dissemination of public information.

With this in mind, it’ll be interesting to see what the future holds for digital media consumption. With paywalls becoming increasingly more common, will consumers jump on board and eventually be more willing to pay for their news?

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