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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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All of the Grants Given by the U.S. CHIPS Act

Intel, TSMC, and more have received billions in subsidies from the U.S. CHIPS Act in 2024.

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All of the Grants Given by the U.S. CHIPS Act

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

This visualization shows which companies are receiving grants from the U.S. CHIPS Act, as of April 25, 2024. The CHIPS Act is a federal statute signed into law by President Joe Biden that authorizes $280 billion in new funding to boost domestic research and manufacturing of semiconductors.

The grant amounts visualized in this graphic are intended to accelerate the production of semiconductor fabrication plants (fabs) across the United States.

Data and Company Highlights

The figures we used to create this graphic were collected from a variety of public news sources. The Semiconductor Industry Association (SIA) also maintains a tracker for CHIPS Act recipients, though at the time of writing it does not have the latest details for Micron.

CompanyFederal Grant AmountAnticipated Investment
From Company
🇺🇸 Intel$8,500,000,000$100,000,000,000
🇹🇼 TSMC$6,600,000,000$65,000,000,000
🇰🇷 Samsung$6,400,000,000$45,000,000,000
🇺🇸 Micron$6,100,000,000$50,000,000,000
🇺🇸 GlobalFoundries$1,500,000,000$12,000,000,000
🇺🇸 Microchip$162,000,000N/A
🇬🇧 BAE Systems$35,000,000N/A

BAE Systems was not included in the graphic due to size limitations

Intel’s Massive Plans

Intel is receiving the largest share of the pie, with $8.5 billion in grants (plus an additional $11 billion in government loans). This grant accounts for 22% of the CHIPS Act’s total subsidies for chip production.

From Intel’s side, the company is expected to invest $100 billion to construct new fabs in Arizona and Ohio, while modernizing and/or expanding existing fabs in Oregon and New Mexico. Intel could also claim another $25 billion in credits through the U.S. Treasury Department’s Investment Tax Credit.

TSMC Expands its U.S. Presence

TSMC, the world’s largest semiconductor foundry company, is receiving a hefty $6.6 billion to construct a new chip plant with three fabs in Arizona. The Taiwanese chipmaker is expected to invest $65 billion into the project.

The plant’s first fab will be up and running in the first half of 2025, leveraging 4 nm (nanometer) technology. According to TrendForce, the other fabs will produce chips on more advanced 3 nm and 2 nm processes.

The Latest Grant Goes to Micron

Micron, the only U.S.-based manufacturer of memory chips, is set to receive $6.1 billion in grants to support its plans of investing $50 billion through 2030. This investment will be used to construct new fabs in Idaho and New York.

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