design system
Integrating humans with AI in structural design
Modern fabrication tools such as 3D printers can make structural materials in shapes that would have been difficult or impossible using conventional tools. Meanwhile, new generative design systems can take great advantage of this flexibility to create innovative designs for parts of a new building, car, or virtually any other device. But such "black box" automated systems often fall short of producing designs that are fully optimized for their purpose, such as providing the greatest strength in proportion to weight or minimizing the amount of material needed to support a given load. Fully manual design, on the other hand, is time-consuming and labor-intensive. Now, researchers at MIT have found a way to achieve some of the best of both of these approaches.
AI now and in the next five years: Eric Schmidt talks AI at Collision 2022
At Collison 2022 in Toronto last week, former Google chief executive officer Eric Schmidt shared his thoughts on where artificial intelligence (AI) is headed, and what dangers it's facing in the path of its rapid development. He opened the discussion by highlighting the evolving focus of the AI landscape. "If you look at the biggest thing 10 years ago… [it] was imaging, and in particular the fact that vision through things like image net and others would become better on computers than for humans." Schmidt said there are now two major pursuits in the current AI cycle. One is to understand the underlying principles of multi-dimensional input and output mapping.
Artificial Intelligence for graphic design: how good are they in 2022?
Have you worried that AI would automate away graphic design jobs? Instead of worrying, let's stay present and examine the latest results of graphic designs created by AI. The results mentioned below are from research papers published in top-tier computer science conferences or journals. In 2018, an artwork created by AI was sold in an auction at $432,500. By contrast, an unsung hero: an AI design system called Luban developed by Alibaba (an e-commerce giant), already delivered billions of banners/posters for customers! Recently, researchers proposed a new AI design system called Vinci[1].
Artificial intelligence reduces the user experience, and that's a good thing
When it comes to designing user experiences with our systems, the less, the better. We're overwhelmed, to put it mildly, with demands and stimuli. There are millions of apps, applications and websites begging for our attention, and once we have a particular app, application and website up, we still are bombarded by links and choices. Artificial intelligence is offering relief on this front. User experience, driven by AI, may help winnow down a firehose of choices and information needed at the moment down to a gently flowing fountain.
AI in Software Engineering -- Present and Future
AI (Artificial Intelligence) as we know it, is the reason behind all the advancements that we see in today's world, on the technology front (of course!). Soon, we will see machines or robots taking over most of the humane work. From healthcare to insurance, banking to finance, eCommerce to Edtech and Fintech, we can see the footprints and lasting impressions of AI in every industry domain and Software/IT is no exception. While we talk about software engineering, software development and all related aspects of SDLC (Software Development Lifecycle) come under it. From analyzing the requirements to designing, developing, deploying, and testing, software engineering vastly covers all these areas and more.
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Designers as Stewards of AI
We have a lot to be grateful for. The average life expectancy in Liverpool during the industrial revolution was 28 years old. Nowadays, we have extraordinary advances in technology that have resulted in artificial hearts and mRNA Covid vaccines; the internet, self-driving cars, and personal computing. Within the next decade, the AI (artificial intelligence) revolution will propagate through everything, and it is predicted by some that it will be a more dramatic shift in technology than the use of the personal computer. However, AI has become an over-hyped buzzword across many industries, and the design world is no exception.
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The Future of AI Innovation
After rapid growth over the past few years, artificial intelligence has become one of the biggest focuses of enterprises. Well, what has made it so hot? With AI, we can design systems that learn and adapt to all the new data we collect. Just a few years ago, AI seemed to be impossible. But now, it's quickly becoming necessary and expected.
AI, Architecture, and Generative Design
As technologies such as 3D printing move the discipline forward in remaking the built environment, AI and generative design are having an impact on architecture from a planning and design perspective, where the profession is largely digital and computational. We spoke with Lilli Smith, Senior Product Manager AEC Generative Design at Autodesk, a practitioner in the field of architecture for more than 20 years -- the last 18 of which have been making the software that architects use to design their creations. In architecture, art, and other creative fields, generative design is a methodology that automates the creation of design options that may balance a variety of competing goals. The latest wave of generative design is driven by artificial intelligence. "This is often the case in architectural design problems," Smith says.
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